{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Single-phase flow"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this tutorial we investigate how to solve single-phase flow in PorePy. <br>\n",
    "We consider\n",
    "* two-point flux approximation\n",
    "* multi-point flux approximation\n",
    "* dual virtual element method\n",
    "\n",
    "**Note**: This tutorial will focus on a 2d domain, however most of the code works for 1d, 2d, and 3d domains.<br>\n",
    "\n",
    "Let $\\Omega$ be a regular domain with boundary $\\partial \\Omega$. The boundary can be divided in two non-overlapping parts useful to impose Dirichlet ($\\partial \\Omega_d$) and Neumann ($\\partial \\Omega_n$) boundary conditions. We indicate with $\\mathbf{n}$ the outward unit normal vector of $\\partial \\Omega$.<br>\n",
    "The single-phase flow can be written in\n",
    "* dual formulation as:\n",
    "$$\\nabla \\cdot \\mathbf{u} = f \\qquad \\mathbf{u} = - K \\nabla p$$\n",
    "with boundary conditions on $\\partial \\Omega_d$ and $\\partial \\Omega_n$:\n",
    "$$ p = p_b \\qquad \\mathbf{u} \\cdot \\mathbf{n} = u_b$$\n",
    "* primal formulation as:\n",
    "$$ - \\nabla \\cdot K \\nabla p = f $$\n",
    "with boundary conditions on $\\partial \\Omega_d$ and $\\partial \\Omega_n$:\n",
    "$$ p = p_b \\qquad - K \\nabla p \\cdot \\mathbf{n} = u_b$$\n",
    "\n",
    "Where $f$ is a scalar source/sink term, $K$ is the permeability matrix, $p_b$ is the pressure at the boundary (Dirichlet condition), and $u_b$ is the flux at the boundary (Neumann condition).<br>\n",
    "\n",
    "We present *step-by-step* how to create the grid, declare the problem data, and finally solve the problem. <br><br>\n",
    "\n",
    "For the example we assume: $\\Omega$ as presented below, $\\partial \\Omega_d = \\partial \\Omega$, $\\partial \\Omega_n = \\emptyset$, with data: $f = 1$, $K = I$ and $p_b = 0$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Import basic modules"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Before creating the grid we import NumPy, the SciPy sparse library and PorePy."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import scipy.sparse as sps\n",
    "import porepy as pp"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Creation of the grid"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We create first a Cartesian grid."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "Nx = Ny = 20                                          \n",
    "g = pp.CartGrid([Nx, Ny], [2, 2])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We manipulate the grid and then compute its geometrical quantities."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "g.nodes[0, :] = g.nodes[0, :] - 1\n",
    "g.nodes[1, :] = g.nodes[1, :] - 1\n",
    "\n",
    "def dist(n): return np.dot(pp.map_geometry.rotation_matrix(np.linalg.norm(n), [0, 0, 1]), n)\n",
    "g.nodes = np.apply_along_axis(dist, 0, g.nodes)\n",
    "\n",
    "g.compute_geometry()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We plot the grid using the interface with matplotlib."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
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IiEgYFKZERERERETCoDAlIiIiIiISBoUpERERERGRMChMiYiIiIiIhEFhSkREREREJAwKUyIiIiIiImFQmBIREREREQmDwpSIiIiIiEgYFKZERERERETCoDAlIiIiIiISBoUpERERERGRMChMiYiIiIiIhEFhSkREREREJAwKUyIiIiIiImFQmBIREREREQmDwpSIiIiIiEgYFKZERERERETCoDAlIiIiIiISBoUpERERERGRMChMiYiIiIiIhEFhSkREREREJAwKUyIiIiIiImFQmBIREREREQmDwpSIiIiIiEgYFKZERERERETCoDAlIiIiIiISBoUpERERERGRMChMiYiIiIiIhEFhSkREREREJAwKUyIiIiIiImFQmBIREREREQmDwpSIiIiIiEgYFKZERERERETCoDAlIiIiIiISBoUpERERERGRMChMiYiIiIiIhEFhSkREREREJAwKUyIiIiIiImFQmBIREREREQmDwpSIiIiIiEgYFKZERERERETCoDAlIiIiIiISBoUpERERERGRMChMiYiIiIiIhEFhSkREREREJAwKUyIiIiIiImFQmBIREREREQmDwpSIiIiIiEgYFKZERERERETCoDAlIiIiIiISBoUpERERERGRMChMiYiIiIiIhEFhSkREREREJAwKUyIiIiIiImFQmBIREREREQmDwpSIiIiIiEgYFKZERERERETCoDAlIiIiIiISBoUpERERERGRMChMiYjIAe2rr76iQ4cO5Ofnk5OTw5FHHsmSJUsi3SwRETkEGOfc7tbvdqWIiMj+YNy4ceTn55OXl0dKSgq33nprpJskIiIHD1PmCoUpERE50BUUFNCtWzdiY2P54osvCAQCkW6SiIgcPMoMUxrmJ4cUay3l/AFBRA5AmzdvJjs7m6ysLPLz8yPdHBEROUSoZ0oOGc458vPzCQQCREdHY0yZf2QQkQPMoEGDGD58OCtWrGDt2rVMnjw50k0SEZGDR5lfGqOqshUi+4P09HSaNGlCdHQ0nqfOWZED3ZQpU4iKiuLcc88lGAxy7LHH8sEHH3DSSSdFumkiInKQU8+UHDJ29EzNmzePHj16ABAdHU1UlP6mICIiIiJl0j1TIiV5nocxhhUrVlBYWKj7qERERERkjylMySHLGMPq1aspKiqioKBAgUpERERE9ojClBzyjDFYa1m2bBnW2kg3R0REREQOEApTcsgzxuB5HqtXr2b79u0UFRWpl0pEREREyqUwJVKCMYbCwkLdRyUiIiIi5VKYEinBGIMxhvT0dAoKCjTsT0RERETKpDAlsosdhSmstcXD/kREREREdqUwJVKGg7F8+ssvv8yRRx6J53ksXLiwzO3mzJlDmzZtaNWqFffee28VtvDgsXnzZvr160fr1q3p168fW7ZsKXW7Zs2a0b59ezp27EjXrl2ruJUHrvLeo845rr76alq1akWHDh345ptvItDKA1951/mjjz6iZs2adOzYkY4dOzJhwoQItPLAN3r0aOrXr0+7du1KXa/3s8j+S2FKZDcOtvLp7dq147XXXqNXr15lbhMMBrnyyiuZPXs2S5cu5cUXX2Tp0qVV2MqDw7333kufPn1IS0ujT58+uw2lH374Id9+++1uA678oSLv0dmzZ5OWlkZaWhpPPfUUl19+eYRae+Cq6GfB8ccfz7fffsu3337L+PHjI9DSA9+oUaOYM2dOmev1fhbZfylMiVTAwVI+/fDDD6dNmza73WbBggW0atWKFi1aEBMTw/Dhw3njjTeqqIUHjzfeeIORI0cCMHLkSGbOnBnhFh08KvIefeONN7jwwgsxxtCjRw+2bt3K2rVrI9TiA5M+C6pOr169qFOnTpnr9X4W2X8pTIlUwKFUPn3NmjWkpqYWP05JSWHNmjURbNGBaf369SQnJwOQnJzMhg0bSt3OGMPJJ59Mly5deOqpp6qyiQesirxH9T7eexW9hl9++SVHHXUUAwYM4IcffqjKJh4y9H4W2X9FRboBIgeaHeXTrbVER0djjIl0k3bSt29f1q1b96fn7777bs4444ydnuvfv/+fhpaUFhL3t3PcX+zuWpfUv3//Mvfx+eef06hRIzZs2EC/fv1o27btbodhyu7fozve03of773yrmH//v2ZMWMG6enpJCYmMmvWLM4880zS0tKqspkHvf79+xMIBP70vN7PIvsHhSmRPbTjH7D09HSaNGlCdHQ0nrf/dPK+//77Fd42MzPzT8+lpKTw22+/FT9evXo1jRo1qpS2HWx2d60bNGjA2rVrSU5OZu3atdSvX7/U7XZc2/r16zN48GAWLFigMFWO3b1Hd7yn9T7ee+Vdw8zMTGrUqFH8eODAgVxxxRVkZmaSlJRUpW09mGVmZtKlSxe9n0X2U/vPN0CRA8jBXD69W7dupKWlsWLFCgoKCpg+fTqDBg2KdLMOOIMGDeKFF14AYNOmTX/qFQTIyckhKyur+Pd33323zGpe8oeKvEcHDRrElClTcM4xb948atasWTzsUiqmItd53bp1xT1YCxYswFpL3bp1I9Hcg5rezyL7L/VMiewFz/NwzrFixQqaNWtGVFTUfj304vXXX+eqq65i48aNnHrqqeTn5wOQkZHBmDFjmDVrFlFRUUyePJlTTjmFYDDI6NGjOfLIIyPc8v2TtZbs7GyysrL+tLRo0YKHH36YSZMmkZ2dTZ06dXjmmWfIz8/n2WefZeLEiWzZsoXx48djjME5x5AhQ+jevTv5+flUq1Ztv34vRVJZ79EnnniCjRs3An4vyaxZs2jVqhXx8fE899xzEW71gWd313mHV155hccff5yoqCji4uKYPn263rdhGDFiBB999BGZmZmkpKRw5513UlhYWLxe72eR/Zcp5yb6g/MOezkkOefIz89n3rx5HHvssQB88cUXlfZ7jx498DyPmJiYA+bLRNeuXQ+pctzOueLeoNKW4mC0bRtZmzeTtWWLv2zb5i/Z2WTl5JCdl0dWfj55hYXER0VRPTqa6oEA1Y3xF+eobi2JwSDVCgp4NhgkETg1Pp48zyPP88g1hjzwF+fIs5Y8a8ktKiIvGKQwGCQ2Opq46Gjiq1UjbscSG0tcXBzxCQnExcf7S2IicQkJxNWoQXxiov9cXBxxcXFs3LiRHj160Lx5cxo3bkxU1MH9N7RD7T0dSbrWVUPXWWS/UOYXu4P7X1WRKrSjfPp1113HJ598EunmlKtjx44sW7aMzp07R7oplSIYDLJ9+3a2b99OwfbtmLw8CnJyyC8qwhlDoXMUOEc0EG+MvwCJQI3QUss5ajlHbSAZOAyoXmJJ3OVxAuAVFkKJvyCXZgzQD/glN5cPqdgHbxDILywkr7CQ3NzcP4JXiSW3jOc2A9nGkAN87Rx3ArFAFpAQCBAfHU0gJgYbG0tUtWpER0cTExNDTExMqTe6H0h+++23g+Y9vT8bOHAgS5cu1bXexxo2bEh6evoBc51XrVpV6r24IgczhSmRSrJjqNYZZ5zBxIkTI92cci1btoyFCxfy2WefRbopFbZ582aWL1/Or7/+yvJly1i+ZAm//vILy1evJic/n5ZxcRwBtMrNpXUwSDPgIc/jC2t5FDgPCAA45y9VpAOwGOhvDIcZwzxrKb0cxR8C+GEtIdyDhs4vB+jrefwOrLaWDcEgq4JB0vPzSd+2jfS4ONKjo/nNWtLy84mLiSG1fn1SmzQhtXVrUlu2pEmTJqSmppKamkr9+vX3657XTp06HVDv6QPVvHnzmDVrlq71PrZ582ZOPvnkA+Y69+zZM9JNEKlyClMist9wzrFx48Y/AlNamh+Y0tJYvmYNRUVFtI6Lo6W1tMrNpa+1XAa0AhoCJlTMoaS+1vIccAXwCvAqEF2VJxVSH/jSOUYZw+HGMNs5jq6C4yYA71tLX8+jm+fxrbU0L7lBXp6/4I/r3lhUxKqVK0lfuZJVn3zCyuhoFsTGssoY0rdvJycYJKVuXVIbNya1RQuaHHYYKU2aFAeulJQUYmJiquDMREREIk9hSuQQVqdOnSo/pnOOdevWFQemX3/5heVLlrB82TJ+zcggGmhZrRqtrKVVTg6nOUcr/MCUBJhyhtTtygCjgROBc4yhCfCKcxxXyedVEdWAadYyyRhOAv4JXFwFxy0ZqDqGAlVpccfgh776QNcdT+4yjDEHWLV+PavWryf9m29YaQyfxseTHgjwWzBIRl4eSYmJRHsefQcO5OhevejUqRNt27atkvu1atasuc+PIT5V7asatWvXjnQTRGQ3FKZEDmFTpkzZJ/t1zrFmzRq/d2n5cn79+Wc/MP36K7+uXUtCIEDLmBhaFRXROjeXofhhqSVQB2D79kpvU3NgnnPcbwwn4w/5e4Kqnx/CALc4xxHAucC3wL+q4LgVDVQV2c/hoQXwhxPm5BSvLwLWbtvGeM9jxrRpbJs5kwc9jzUFBbRr0YJOPXrQ6Zhj6NSpE23atKn0gHXvvfdW6v6kbG+88Uakm3BIePTRRyPdBBHZDYUpEal0M19/nfMvuICkqChOi46mdV4ePfgjMNUsLIRQWfaqFMAPMgOAs4yhpTHMsZY2Vd4SGAR8gV+Y4ntjmOvcPv9ArqxAtTtRQCrwlLX84nn8lpfHz87xO7Dop5/4+qef+PDll/mHMWSEAlbnY46hY48e+yxgiYiI7Cv6F0tEKt2ZgwfznylTGHv99fyem8twoEWkG1XCUcAS57jVGLoAfwXuiEA7dhSmGAAc5nkVKkyxt6oiUIF/X9pb1tIBfyjjv4HeoWVHT9aOgLXwp5/4YMaM4oDVvmVLv/eqRMA60KsMiojIwUlhSkQqnTGGIWedxYCBA/nXgw/S7aGHuKSoiLGFhVSPdONCYoGHrOVMYCgw3Rgec44E/LLkNvSz5FKR5/Z0myKgp3M8Fbo37FL83rskoF5oSQLqEqpEWAmqKlDVAd4Djsa/B+vyXdbXpPSA9c2PP/L1jz8yd8YM7gPWFhTQoVUrOh5zDJ26d1fAEhGR/YbClIjsM3Fxcdw0diwXjB7N7TfeSJs5c7g7L4+RVM29SkXAOmBNiWW1MazwPNKdI8M5Mp0jiD9x7ulAHBDteRgoXrwdvxuz8+MyfvcAz7k/nnPOfy70/I7fA6GfUfiBYiPwGNDMGLZ7HnnOke8cec6xHYgHahlDkjE0MIaGQHIwSAP+CF8lQ1jcbq5NVQWqw4GX8QNre6C8wsk18YuFnAiQnQ3AVmDR0qUsXLqU9196ifuAdQUFtA8FrI5HH03btm3p0qXLPjgDERGRsilMicg+l5yczFNTp7Jw4UJuuuIKJq9YwT9zc8v9Yl0Wh/8FO4Odg9JKzyPdGH5zjnXWko0fKOKNIdHzqOEcSdbSNBhkMHAE/pC/1NB+x3gebzvH19bSaK/OODwWONXzWAX8EgzuFDgLgF+BNOdId45V+Of/FbDV88g2htxQ8Mp3jjz8sFYTqOt51NsRvpyjobXFwWuCtfzFGNobw2Ln9kmg6g9MMIZBwFLnaLiHr69F6QHrm6VL+XrpUuZMm8a1eXkk1alDp65d2Th6NCeccAI1atSoxLMQERH5M4UpEakyXbt2Ze78+cyYMYPhN9zAsfn53J+XR9MS2xTgh4SSQWmVMaz0PFaFepM2hXp94o0hwRiqG0PtYJDG1tIZv0pee6Ad/nA+nINgsNz2PWMtF3senYDvwvjSv7c84GVr6WwMZwGvl1gXwy5V9Eqy9s9P4ffKLQN+tZZ0/Gv5K34A2xYIkAvF4SvHOWoAbTyPzkBnazkS/xpWxn1c1znH955HD2NYZu1e/+NTCzgptJCXxxjP450tWzj+3Xd55ssvGZOfz1Ft29LvzDPpe8opHHXUUXheVdduFBGRg53ClIhUKWMMw4YN47TTTuPh+++n4yOP0K6oiHXWst45cvCHoMV7HonGUNM56od6k47D703qCCSDH5Kcq7S2ecC/reUiz6Mj8G0EAlUi8J5zdAQmAOPD3I8HNAotvUrbYJdwuQ5oAzS3lhzg357HRmCztUQDbT2PLkDHUMg6EtiT2W8MfoW/nsbQ2xg+q8T/bgAPW8thwBbgvawscoGPFy9mzs8/c/FDD7EZOOmEE+h75pn06dOHBg0aVOrxRUTk0KQwJSIH100gAAAgAElEQVQRkZCQwNg77mDQWWdx7pAhxK9fzwfBIB3we2FK622pCh7wnLWMDAWq753b5xX2dtUUeBu/bHpn4LQqOGZD/Ip7FxvDr6HhkOD3cH0HvGMt84BPAwEynWOLtSQCRwQCdLGWo5yjHX7YTSjjGDHALOdoj1+M4vFKbH8i8BJ+ZcQLgLah3wcUFEBBAenAO2+/zayPP+bGggKaNm5M39NPp++AAfTo0YOYmH0xwFFERA52GvMgIhHVvn175n37LS1OPJHr4+PZFukG4X8wvmAtfY3hqFAPTVU7FngUf8hiWhUdcyhwijGcXGI4nAd0Am4BZgJLgkHWhXqv3gBODAb52TnuCwQYaAy18INZ30CAm43hv/hhbMesYkn4Ff6m4oe3ynQ8MMYYBnoeu0bxpsBfgNeys9lQUMDkFSuInTyZv51zDk0bNuTs/v156sknWb58eSW3SkREDmYKUyIScQkJCfz39dfpNno0PeLi+CnSDeKPQHUicJTnkRmBNozCL4rRy/PIraJjPmktq6zlvnK2i8KvzDcBmA38GAyy0TmygBeAzsEgXznHnYEAJxlDdSDVGAYGArwEnAVcDXxeye2/NzT086rdbBMdavtd1vJVVha/bt/O+Z9+yqKxY+l39NG0b96c66+4glmzZpEdKnghIiJSGoUpEdkveJ7H3ydN4ob77+eEuDjmRrpB+NXw/mMtvYAOxkSkh+p+a2kH9Cilt2VfqA1MA/4OpIfx+ljgFOA+4AP8qoSbnGMT8LBztAoG+Qj4JBAgCugD9DaGB4BvYa/PMRZ42TmeB76p4GuSgBHAC3l5ZOTl8dqGDTR/4QUeGz2alqmpDDj2WB64/34WLVqEq+R7vURE5MCme6ZEZL8y8qKLaN6yJeeefTZ/z8nhL/vgy2sQv1DBplKWDcD6QID1wMZQ5cAt1vI7kBJ6bQD/wzMKv5cjGog2hhggZsdPoNqO350j1hiq4X/Zr+ac/7tzxIbKkZdcqu3yeLS1jAH6As8Bjdm3H94nA8M9j/7Aj5V071oN/N6os3Y8EQwSBA4zhk3O8R/P4y7nKHKO3p7HqdbSB2iFX7xiT3QBbvA8BjnHqtC8XhVl8MvlHwXcnJVFNvDRd98x58cfOX3CBKITExl9ySWcc955tGnTZg9bJiIiBxuFKTmkFBUVRboJUgG9evXi3c8+Y+iAAfycmcl9hYUEytg2l9JD0SZgveex3hg2AJnOsdk5fneOfPyQEmtM8RIHJFhLLeeoFwxyOH54SQWa41cP7AJciX/vTU6JJRfIcY5c8Od6guIlf5dle+g120NLQWgJGkORMRQBRcYQxA9uNvSzrnMssJbDQ9vXBlI9j5bG0DoYpBn+fUFNgSb4E/zujYetpY0x3AxM2st9lSUAPOocw40hw1rigfn4Jer/6Xn81VrigH6exwBrOQk/SFbE36zlVWMYCfxnL9qYiF8A5LSCAoYAg7ZtY/M//8mpjz1Gg+Rkzr7oIs4eNozGjSvaMhEROZgoTMkhZeXKleTl5bF9+3aqVasW6ebIbrRu3ZoPFyzg3DPOoO/ixbQIBtlgDBt29BaF7s+x+BPzVtsRiowh3jkSraWOtTTAr+yWgh8yWgDNCFUM3MPS6v8GzjOGq/dFyfQKtOV6z+MD4DNrWQgsspYfgC+BNwMBfneObOfIco54oLExNPc8WltLC+eKw1ZT/DC2ux6fBGCGc5wMXIhfCn1fOAVobwyjnGMG0D20YC0WeAf/3rU7AwH+EgySZAwDjKG/tfQG6pSx3+hQ+48GxgAnVEJbT8IfbrmhqIjfior4ePlypt19Nz3uuosj27blnIsv5szBg6lTp6xWiYjIwUZhSg4prVq1Yt26dSxcuJCmTZuW/wKJqDp16vDm3Lkc3707y9LSGGItx+P3FjUDWuLf7+JBpc85VZrTgJ6hCXXnRuDemVut5UlgMdA7tBQrMW9UEbAE+No5FgeDpAGfeh5bgKxQ2DJAQ2No5nm0co5W1u4UtpLxKwpe7nmcCiy3dp/cZGuAydZyLLAKP/Du4BEqbx46vyLgJed40Tmu8zzWWUtzYzgV6Occx7NzWfYjgduNYRiw2rlK+QfvEWvpFmrrScBJ+fk8Csz57jv+e8stjP3rX+nZvTvnXHwxAwcOJCGhrELxIiJyMFCYkkNOVFQURx99NGlpaeTk5JCdnU1iYmKkmyVliImJ4e333uPYjh0ZsGUL/SPcnidCQ+3exb+3qCrVA67wPC4DvtvNvUxR+BMbdyz55C7bpwMLnOP7YJCfgJnGsNnz2OYcWdayHT+oJgPp1tITuAfoStnzSIXrKGCw53Guc7udzDcKOC+0YC3ZwAvO8SrwouexyVqONIbTnKMffg/XDc4xwxiG4pd231tHAMM8jxHOMS/U1mrAGcAZublsA9749FP+u2gR1xQVMaBfP84eNYo+ffoQHR1dCS0QEZH9iar5ySEpKiqKww8/nNjYWBYvXsyyZcsi3STZjaSkJJ6dPp2L4uLIiHBbUoE7jGFUFVXX29XN1rLM2r0uKd4UOBu/at/LwDzn+KXEHFKZwBRghLWciT9X1DBjqA20MoaLPY/ngZ/Y+wp8AJOsZZFzfLkHr0nEv4ftAyDDWn4DznKO94zhLGOoAZzoeXR1jreBNyuhnQATrWWxc3xSyroa+JMGz8nO5pf8fHq+9Rb/GDWKVo0bc+2ll/L5559jIzQhtYiIVD6FKTmkBQIBunfvTiAQIDs7m82bN0e6SVKGnj17csk113BufDzB8jffp651jurlzGW0ryQB/2cMl3v79uO7Fn7P203Aa0BtY5jgHJnAWOfYai33BAJ0B6oDxwcCjAfmAOH8X9QYuMYYLtqL86oPjAW+dI4NzvED0MNaFngeicBw/GGLXwJ7M0izIfBXYxhTTlvr44e9L7KyWJCTQ7Np07huyBAOb9qUcTffzPfff69S6yIiBziFKTnkeZ5H8+bNiY+PZ/ny5SxZskRfcPZTN952G+aII5gQFdkRylH4w8ueB1ZE4Pg3Ocev1vJZFR3PAFcB//Q8agAXAa8CPweD/I5fga9XMMhc/EmGk/En6B0eCPA4sAj/Pq7y3Ooc663lv5XU7pb48119Yy0b8AuVzLWWU42hIXCTMSwOc983OUemtTxfwe2bA7dZy5LsbGZt3kzME08wvE8furVty30TJ7JiRSTeSSIisrcUpkRCPM+jS5cu1K1bl5ycHNauXatQtZ8JBAI8M306Tyck8EEVHM8CWUAG8DOwEPgQf7jYcvyhcr3wq/zNAGYDnwPf44esTPwy5pWtLnB1FfROlXSRcyy3llWlrGsH3I1/7qutJQt/gt6YYJBHAwH6GkMi0MXz+KsxvA6sLWU/1fHvy7pxHwyhjAauM4ZozyPTOR4BPgOOA5obw9+NYfke7C8BuB+4xZg9bmt74N6iIpbn5vL06tVs/Mc/6NmxI53atOHVV1+lsLBwD/coIiKRogIUIiUYY0hOTmb58uVs2rSJjIwM3d+wn0lOTuaJKVO4YPhwFuXlUb/EOoc/51PWbpbs0M+txrDV89gK/A5+4QXnyOaPuaIK8D8kY/An5S2enDc0GW8159hgLfcZg/U8CpyjACh0jgLnKAztw+D3iiQACcZQ3RhqGkNNoCZQyznqWEt1/EBRI/SztMdxof3d6ByPhO7b6VXpV/nP6gN9PY+breXFcraNocQEvaEqg+nAi9byHvCK57HeWhKBYwIBTgwG6QF0wi9jfq9z3AncWcnncJlzTHSOn4BhwDDnKAKeco6nPY97nKOlMYxxjnPwi2/szihgIjAu9HNPefhh7rjt2xkB9F+9micvv5ybr7qKUZdcwuhLL6VRo0Zh7FlERKqKwpRIKYwxtGvXjs2bN7Nw4UJWrFihUur7kb59+zJoxAiOfO45YvEnzM3DnwQ3QCj8ADHGFIefaPyqa7HWEhe656lGMEhD/AptdfDvR6qHHxwahn7G7Djojl7KXXorO3oew63llmDpd3JZYCt+T8x6YGPofp5N+PcWbQFW4pc7zzWGPM8rnsi3YEcoKxHMLBCLH6qC+OXaz/Y82ltLW/w5tZqwb4YdXGUt5xmDC5VW3xNNgVtCy445pOYCrwaDTPE87g3NHdba86hnLQ8Dl0OlzueVBAz1PK52jvdD/x2jgCuAK6wlD3jQOZ7wPG6xlk6ex8XWMgR/Xq5dlZx0eFxobq9wHQc0MYYTc3J4Enj0X//i6H/9ixN69eKSa6/lhBNOwJg9veoiIrKvKUyJ7EadOnVITEwkGAwyf/58gmV8YZaqd+c99/Cf//yHewsLaYf/pbsBftAoVgVzTw1xjleN4ZYyjuPhB7U6VGDiW+d2mi+qNLn4wWwd8BVwO7DNWqZ4HpnAllBZ81RjONLz6BAMcgR+yDoMvwJeuPoCnnNMxa9Ytzc8oF9o2VG2PRN4yVpmA2n4lRM7ex4XhCoKpuzlMQFutJZj8Hsod70WcfgFLMZay2bgbmuZ6HlcaS0neB6jreV02Ck0nQK0M4bRzjF9L9pl8At73OR5/N1aHtu+nUnAlPfe46YvvqCoVi2/AMv551OzZs29OJKIiFQm3TMlUgGtWrWiffv25Ofn8+OPP1JUVJHb6WVfSkxM5JyzzmKjMXTH7/mILe9F+8BA5/i1Co8Xj19Y4Tj8nps84En8IgurQvcrrQTudI7UYJBPgdsDAU4JlTWvCxzreVzueUwG3gdWU7Hqdh5+JcH799G9Wkn41e/+B9wIHG4MfazlMc+jNX5ouQf4ZS+O0R5o73ncXM52dYAHgF+t5Rcg1Vr+6nkk4fcEvg0U8sekw2/hX8e9cTaQZy0zQo+r41+PxTk5PLlmDfPvuIMjWrTg6r/8hcWLwy2dISIilUlhSqSCEhMTSUhIoHr16syfP1+Baj9w3pgxvBAfv1dlrvdWZ6DIub2e9ykc1YCmxvDGLs83As4HHgU+BtKCQTY6Rw7wOjDQWtZZy9OexyjPoy1+EG1jDGcFAkzAL6jxPX5YK+li50izlnX78sSAU4F057gLWGotm4ALnWOG59EZaGYMtxnDN+x5mfNbreXlPSgc0QR4BvjNWhYAWMvFnkcd4GLP43fgdM9jxF4Ow4vBL5Jx5y5h1QAnADNyc/khP5/U6dMZcuKJ9OvRgxkvvURBwb4ocyIiIhWhMCWyh1JSUujatSuFhYUsWrSI/Pz8SDfpkNWjRw8KExP9L7gR4gH9PY/HInT87p7HexXcNga/WMU4/FD1nbWstpZs/N6em5yjbjDIO8BtgQAnhia+bQD0CgS4yvN4Ez/AXbcPzqWko/DHob8TehyPP+fVImvZCoxzjg+Bk4yhAXCV5/EpVGgOslOBKOd4Jox2tcOf5HhdaDhihrUMMYaZ1jLPOV4LY58lXe4cK6zlhzLWNwJuDwZZmZfH9YsXM+Xqq2nbtCl3jhvH6tV72zcmIiJ7SmFKJAzVqlUjLi6OlJQUvv76awoKClRGPQKMMZw/ZgzPV6sW0XacaS1fVmGZ8pKOCQZZUgnHbgpcDDyFX+J8WTDIJufIAqYCvYNBVljLo4EAW5zjLaC1MVxrDLPw70GqTAYY5Hk8Ucq6KPyqf186x2bneBy/92qwMdQBRnkes/ELkpQmgD+McG+HK/bEL4e/yTlewp9LagRwQuj44dQBTQKGeR5Xl9PLFY1fLfGD7Gw+3LaNnEcfpUeHDgw/7TQ++OADfR6JiFQRhSmRvVCvXj26d++OtZYFCxaQlZUV6SYdckZccAEzgEj2D56M30NR2YGiIjoD6/bhF+dY/CIRE/DvZVocDDIHiDWGG51jiXP8xfOoC3TyPP4GfELlzK91prV8XU7g8fBDxVwg0zneADZZy2jPozZwViDAK/w57F2M/9+ssno1z8AfCphoDIdZywXG0MwYHi3l2OX5a6iXa1sFtz8cmFxQwKrt2xn44YfcOnw4nVq35p677yYzM3MPjy4iIntC1fxE9lJUVBSxsbEcfvjhLF26lJycHL7++utIN6tcubm5bNy4kfT09Eg3Za+1atGCN3/8kXP28HUOv/ciH//eoF1/lvZcyZ/Z+OXMc4wBa+mNX/GuHn6hhzqhnzuW2lT+h+5RwJbQ/Fh7U6lvT6Til6P/C/AXAGvJBJ62ljeBJ41hm3N08zxOt5a+QEf2/K93fYCN1rKailfy6x1asJZvgfuCQa7zPM63luM9j/NCFfnqAiON4bpKvN/tOCDoHMOBJ53jUeABY7jZOcYYw7XO0awC+zkS6GQMNzjH03tw/ETgMuDSnBw+y8nhqnvv5R/33svQoUM5a8QI6tatu8fnVJbc3NwD4nPuQFdYWEhhYaH+UCeyH1OYEqkkNWrUoFu3bsybN48OHTpEujnlWrFiBTVr1qROnTqRbspeu+Dyyxl33XXMxi8dXrw454ef0M9859gOxfM4BfG/4EfhD/2KAgLGEAVEGeM/t+Mx/tCqaOeItpZq+KW045wj3jnq4E/+uxB/QuBcY4pDV36oXHk+fk9PDaCOMSSFlgbO0dDaUgNYndD2ZQ36igcaG8NbzjGikq5neeoCRcAGKJ40OQm4NbTgHMuBJ61lemgOqQLnOCEQ4LRgkD5Aa8o+px0SgaM9j0es5b4w2tkRmAZgLSuA+6zl757HZaE5pHpYyzf4JdmTwtj/rgLAWZ7HA9bSB7gKuMo5PgP+it+DdFJo4uPj2f35j3WOC4zhSef2OIQa4Hjg79Yy2hhqzJzJ6Dff5MzBg7nqxhtp0aJFGGe3s4ULFx4Qn3MHuq1bt7Jp0yZatmwZ6aaU6qyzzmLTpk3Fj3/++We6du1a6rZJSUnMmTOnqpomUmUUpkQqkTEGYwzR0dGRbkq5PM8jEAgcEG0tT8/jj+cmoCAYpAaQDCTgfxmvHlpqhJaa+D1ENYFalPIhWMbkvOXpHQjQOxjkjh2vLeX1RUA6sBxY5RyrnSueM+oHIMvz/BDmnB/8QiGwKHQuNY2hjjHUM4b6QANrqeccCaFiCidSuZPclsXgh4+vgQFlbNMCmARMCs0htRB4JhjkX57HTaEw2s/zGBgKHo3K2M/Z1vKU53GfDecOpD80Bx6H4l60+63lTc8jaC0dgcn4EyDv7T+Kw63lfGN2+u/fE5jnHOuAa61lUKhoxq2hXqzSSvqfgh+U/wVcE2ZbTsb/g8JFBQXcDjzy8suc/PrrnNC7N9eNG0enTp3C3DMHzOfcgS4QCOB53n57rd98882dHvfs2ZOFCxf+abvRo0fzv//9j3bt2rFkyZI/rXfOcc011zBr1izi4+N5/vnn6dy58z5rt0hlUpgSkQNe3bp1iY2K4r8RnFQ53zniytkmCn+OqDL/xlxGYNgGrABWOueHMPwA9hPwJbAZP6A1x6/Y187z6O4cnZzjKPwJe2P27HTKleJ5LLG2zDC1q66hBWuxwHvA89ZyZyDAX4JB6hnDAGPoHxouWTv0uoH4pcyLqLx/sJL4I+hNAv4BXOZ5WGu51hgucY56Ye67N/4QyHlAj13WNQSm45fSnwj8zfO41lr+zxj+z7mdgrCHH7bu8zyuCTNIVgPODAS4OxjkdeCuoiJuLiriqXfeYfjHH9OmfXuuGz+e3r17Y/ayrLvI7owaNYr/+7//48ILLyx1/ezZs0lLSyMtLY358+dz+eWXM3/+/CpupUh4VIBCRA54NWrUYFtBQUTnm9qO35OwL9TAvzfqDPyhY5OAF4BZ+GHq2ECAC4Ec/El4+1nLEuf4eyBAb2NIBFoZw7BAgAdC22zcyzY1M4afw3yth9/z8iJ+1cAs4B7nWG0t13oeDYEjjOFGY1iO3ys3fS/bW5YuQIznsc5aHgT+awxNgBGeF1ZximjgjEBgt8MSo4Dx+PNWTQXeMobmwDmeR8m7kC4EMq3lgzDascP5weBOlSarAzc4x695eZy/YAE3DhtGr06deO3VVwlG8I8RcnDr1avXboeUv/HGG1x44YUYY+jRowdbt25l7dq1VdhCkfApTInIAS86OpqYqChyI9iGAvZdmCpPunO0xv9A7wbcAbwL/BIMstk5MoC/OUdsMMh/PY+Rnkcqfu9Pr0CAvxrDNPyhhhWdirpFMMjKSmp/FHAe8DaQHhqGd7lzfOUcozyPTOBq4CUqv2pjJ/zqf0X4Ex3/YC3fA1mhwhlHGsOUPTzuiGCQeRUsu34a/nxfS4FcazkR6Ox5vIzfs3SZMdy0FyXc+wI51vLlLs/HAKOAJTk5jE9L49ErrqDTYYfx7DPPaO48qXJr1qwhNTW1+HFKSgpr1qyJYItEKk5hSkQOCjViYytcSnpf2O5cxMJUhnMcsZv1ScBI/N6sb6xljbXk4pc6Pz4YZJFz3B4I0NMY4oE2xnBuIMDDwIf4wwh31RTI3Edza1XH74H7CL98+Xj84g43eB5JwBjPYx5USk9k3dDxPirxXGv8a5MJnOUcYz2P+sBNxlCR2pf9gK2hUFZRzUPH3ACcaC1Xex7J+MVTFocqGoYjGhjiedxdxnoPv8fzi+xsnlu3jlm33Ua7Fi144L77+P3338M8qsieKW1eNA09lQOFwpSIHBRqJCQQya9+BfhFL6qaw580tuMevs7DL+V9N/4cTWnBIFucYxVwo3N4wSAveB7nhb7UJ+EX2bjFGF7CP9+qut41gKaex2preR9/eFx/Y2hqDBMh7KCxQ+dAgLdLeT4Gf36t36zlZeBDY2gL9Pc83qfsMFcNGBAIcG8YbYkFHgDWWstDwPueRxF+cZFwBz1dYC0LyvliuqMC4KycHN75/Xd+vu8+2rVsybibbtJwK9nnUlJS+O2334ofr169mkaNyipLI7J/UZgSkYNC9YSEiPZMFTgXkTC1I9BU1teOhsAYYCqwyFoyrCUHeAXoHgwy3znGBgLcjn8/z+mexwvs/T1Yu1ONP4Yf9gDeATY7x1jnmO55tAaO9zymQVhDPY8NBsu9P+oU4CtrWQkkWcuw0KS8j0Cp77tzg0E+3cueu/OBn6xlMv71bQlc53l7fK174xdI+aiC27cHpubl8XVeHoVPP023du0YfMoppKWl7eGRRSpm0KBBTJkyBecc8+bNo2bNmiQnJ0e6WSIVomp+InJQqFG9+k49JUH+mE+q5NxSuy67W7fr+nxguzHkG+PPG7XjJ7A5GOR+/Cp1DYEG+HMw7ViS8IeqVbY1QMIupbgrWxQlJsMFCAZ5HpjgeTSwlgmex6XW0sbzOMdaBgHtKH8eqYqqBhTt0rPiAZcCl1rLZuB2a7nF87jEWs7xPMZYy7EVbEMX4FnPK7OaYkkN8IOmDU3K+0/P41ZrOTdUme/I0Hb98cNmGv6wwb0xAH+eqo/xJ0l+CrjKGG4KzW9Wnij84haTQpUSK6oZ8K9QWfVun39Ol06dGDFkCDfdfvuenYAc8kaMGMFHH31EZmYmKSkp3HnnnRQWFgJw2WWXMXDgQGbNmkWrVq2Ij4/nueeei3CLRSpOYUpEDgrrMzM5FX/oVTD0c8dkvP/P3nmHSVFlb/g9t5EkSQQURcmigspiIrkm1MWIomJaEyo/WTFgxOyqmBZdxbTmrKgr6q5ZcQ2IgJgICoKAiOQMExjqnt8fpwaHoXumumcGQe/7PPPgzFTfqg7g/eqc830u/jMFOJG137s4mNdhYb2pEsdVA1KqVIu/NsPavqqrUkOVGtgmvyGwIl5jSyxPaYlzrBQhT5U8VfLjsODNsbDeJiI0FWFbVbb1fq3gKinANieZEJgN1KliMZWOcc6xk/c8AuA9y4H7vOflOBOqBnC0cxwdb+DTZSklpQb2nmaiIZbHNNR7xgLXes/h8fxXP+B0VbYv4/GdgAWxZXvSWpIjDuX1nnHAJd6zF7CLc1zqPUdhAb23eM9jCdfMRHPss5ePVQtHYsYU96oyUIRLVKlXzhqneM9xOX5OGgFHivCl97R69VX2f+MN9thzT24bOpS2bSsqFQN/BJ5//vkyfy8i3HfffRvoagKByiWIqUAg8Ltg2YoVfADsjFlp18h0YMnNZCUJkH8AE5zj2eLKRpoKRyHwAzBZlWnxbNJs4BtgeSrFKszNLV+VPExIbQE0co6tRNgG2DaKaMq6Fa9J2PPd0IzGjAuKqQcMwjKhPPAf4EHvOdM5lnjPvqkUx0URh5F9sHDJNr/y2BN4C6scPQ4MdY5bVPmTc5zrPcew/mxbU8yoYVz8+GzZHTPqWAlc6T1/iyt17b1nfMKKV1kI0DmVYlgU8Wds1m2893wA/E2Ef6pyhQjnq2b8LOyD5Vu9g7UsZstB3vOKc9wQRQyMIv45ciQ9Onemx8EHc9n119OuXbvcnlwgEAhs4oSZqUAgsMkze/ZsVhcW0h2rDmUUUlXEc85xbDkb5hpY61tv4DLgXmA4MBIYH0X8GEXMVWUZUATMwqzAL/KeLlGEiyK+BJ5xjhtSKc5wjgNEGAT84D27O8cFscX5FKBi2/eyUeA77zkiw++LHeLewtz4vgZaRhG3plK0wOzGrxfhK5I58mUjpkpeQ1/ga++ZA+ztPVc7R2PgFOf4uMS5BdgtleK1LM9RmjrAPcBc77kPWOwcC7ynvwjzK7j2AaXyogAOxGaqngceF6EZMESE/DSPTwEnOMcdOZ5/H2B+XIGsj7VVTisooMMbb3BI166cftxxfPfddzmuHggEApsuQUwFAoFNnjFjxrD3ZptV2oxONswHJnnPhZW87lbYjNJZmOPeU9g81hfeMzmKmOU9v8Tthg8AfbxnsirXplLsiVVf9nKOgbH73jQqx0oc4Bes7a5DwuPbxdf4QxSxGOirypvA/iI0As50jv+S2TyiBhBVoIrYALgLy7D6DLMt7xVX+64TYTrQNW6fqyz6YNWj6sD7qrQErhRhaY7rdQFmZ3gNDsME9SPAvSJsi7U9FpY67mTv+SpHu+n6QKs4c6uYesBVUcS0ggL+9PbbHNq9O6f27s2ECRNyOk/CdWkAACAASURBVEcgEAhsigQxFQgENnlGf/IJXVau/E3O/R9gu1Sq3JmVquBVoLZznIVVu94GpkYRy4CvgaO8Z7wqVzrHn7DKSVfnuFSEl4EZ5CawvsHaD3P5H0htYCAwRpWlqjyHzSv1c46GwIHO8S/WtTsvb2YqGzoSZ0ipchvwHxHaA4+rMhmrClYmjUW4DgtRfk2E7YHBIqzKcp3dgSWqLCzjmGOB6d5zD3BHHMz8ML8+p66AqPJ6lucupifwSpqf18XaO6cVFLDXu+9y5L77cnKvXowfPz7HMwUCgcCmQxBTgUBgk2fsxx/TZQMbMBTznHP8JaqsrX523OUcx2VoL2wHXIVVs6bF7VmjgUO8Z5wql6VSdMCqC91TKQaJMBxrLyzvlfwW2LqSXu9DMEE623u+A9p7z12x3fkOIlwtwiQqVplKhwNOxUKM58bXsQLYHngUc2+sDLZxjh+wOaeJ3vMC8FjckpeuepSJWkBbEcoe4zdOAX7ynpuA652jORbY7IGTnOOurJ+F0UOVKWXYvdcBLotFVff336fX/vtzwhFH8PXXX+d4xkAgENj4CWIqEAhs0qxevZpvp07NyTigoqwARnrPpb/BuacA38Yb5qR0AK4DRgA/RhErMbvt/aOIUaoMdI4dsba4fVMprgZex9r6SjI6laJjFYjXltjM0ffeswQ4X5UPMFG4SpUbRJhX6Wc1QXki0NA5rgKuc45mWGtiUrGTie2A6SW+PxSY6j33A/9wju2Bx0k2E7a/CG9mce5zMJF6OXC5CK1EqBbPsOUyU9cdm5sqr1Vxc+BiVabl57P/hx9ybI8eHH/YYYwcWZmNlIFAILBxEMRUIBDYpPn2229pU7MmdX+Dc78DNIk3xBua+51jN5EKP+9OwI3A/7AWsRXA+1iQ7UfAAOdogzkLHhCH9X4Wu8pVJTWB84BRqlyFGYu8LEIL4DjnGE3lzYCBhR/XEOE84OdYpN7i3Nr5o4Ic190+itZpWSzmRGyG63pslqqVCC9RtsjZx3sm5xAEfAHwiyr9VXkmntv6e9armOjcwTmeSHh8beCiWFQd/NFHHHbwwRx90EGMGzcuh7MHAoHAxkkQU4FAYJNmzOjRdC5af9LFYxvg5cBCrLoyA7Mnnwh8hbW9fQJ8gDnPvQa8BDwHPIGFo94L3Ancim1ArwIuEWGAc1wLVItnVIZhguR7YAmVu9EvTQHwmPfcWAXVIYfZg9+CvTYzvWclNme0exQxHLMAPws4MpXixfj7quS/znEcZugwESj0noOBDiI8Se5CpyTLWdcF8hysVW4IMMQ5tgHuEslokpGJZpirXybOxYwlzlWlvwg7i/AW6T8/XYB5sfV8tjjgCmCuKnuJMBjY3zmy9d/rqZq162EtrMq4jQj1P/uMkw45hKMPPpixY8dmuVJgY2DOnDlcdvHF6G/UWh0IbGyEnKlAILBJ88xDDzG5oIDnsFapKP7ylAjqLflnydDe0t+XCu5NAdVUfw3v5dfg3qWq/ADsDTzhHCtKhfSuwdrlmjjH1sC2ImwX50Rtjbn1Ff9Zj2QBvcW8AtRzjgMrmF+UFIfN/HQDZjpHU1X+qcqtUcQlznGq9+znHH/1nsMx57fKoggY7T0Px9+3wloPVwM3qXK1cwzwnnNFOE+V7XI8z3KgdprX8zTgtNh+/CoR/q7KIBH6l5HpVJKmwPJyHPQcltF1uSqDgJNEaA3cqbpOBXA7TPB9BOyf4NyZznWgKtWB+t6zB3Cac9zsPVskePyBqjyXY3ZWJ+doEEVMzc/n0ZEj+WvPnrTbdVcGDR5M586ds14vsOFZuHAhRxxwAD/MmkW//v1p3br1b31JgcBvThBTgUBgk2XGjBnMmjWLd4GG2AD85vGf1clQei99NzWHu6sK7OscR3nPy5B2Y7kYC9Sd7D3TgJ+Az4ElJYWX9+Rjwm8LoLFzbBNbW28XRWzNr4KrWHzVwYwn+mwgIVWSqcB/vWcKVnF5EsB7pgO3xDlOfb2nayysjsLel4rwBVBHhLal3qfqWKXw797zDiZ07lFlf+e41Hv2IzuBuhTYvIzPwonAid7zb2z+6GZVLhdhgGqZrZZNsXmvJDjgNuBGVc4HDgf+5Bx3es/u2PPpkkrxYhTlLKYA2gCvOccnsenHCUALzIL//yh7Y9AdWOg9i8n+vd0rihguQg1V+gN98/N5cvRozjziCFq3b88VN99Mt27dsn9CgQ3CsmXLOPqggzhqzhym1a7NqFGjgpgKBAhtfoFAYBPm3iFDOMt79gHaA82BRti8TVX+4/Ym8K3qOpk7pWmIbTz7AoOBZzDjh6+8Z2oU8Us8yF8IzAZeBC7wnk5RxOoo4hPgYee4LJXiOOfYk18DiSd4zxTnuAcTaJXR5paE652jMyakStISa4mc7j1TgZ2956a4Na67czwEOYfWfhCvXxaHYPlb07BqS28RWovwIMlbEBc7l6ii1hszkHgaeDLOqrqhjPyopkBelsK3OvAg1pq6jffsCxzuHJOw8N7Pc5ibKklLWHu9OwHfeM+jwGDnaCfC+2U8tg7Qzjkez+G8uwJzSlTpamDtlFPy8jhp7Fj69erFofvswyeffJLD6oGqJC8vj2N79qTzzJkMLipin1WrGDVixG99WYHARkEQU4FAYJNk8eLFvPD885yfZl6qKikCzhXhIlVqV9KaTbCA3nOwysRz2PzV194zLYqYEwuvpUBj4CCgsfc85hxHilAP2FGEc5zjSeA7cnNrK4vpwCvxprssmmFzZtO85ydgb+/Xutbt5Rz3sb47YFn81zl6JqzsbAM8j2VI/U2V2+MWywGxPXlZLBZJ1OZWzJFY1fFF4IXY6vxqERaXOm5rLIw4l/ejDvZ8ZgDiPXsCz4nwcwVnVVoBy0sJvGMx441jVekNHOIcUzM8vmeOWVW7AovSCMvq2E2HyXl5nPbll/ztmGM4pFs3/ve//4W5nI2AwsJCTjzySNpMnszQwkIEa/n9/NNPf+tLCwQ2CoKYCgQCmySPPvQQR6iy7QY+730ieBGu2cDnBbjEOTZ3jteBxzCxNV+VOZhr2nzvGZxK0QXbiHdxjstFeJXsBEw6bnSO3UXKrRKVpAkwBJjiPb8APbxnqHO0xtrX7sLaHzNRgFXyzs7yWh1wMfBj3AL4pSodMcOFN0kvbJZilb9s6Ql85z2vAcNF2A64QmRtuG5NrAJTnpgri0ZYFtf3QH1VVqpyBZCf43rN4seWrqYVtxnOBFLesytwkXMsK3VcD1WmlDMHlo7iv6sTMvx+M+AM4Pu8PM7++msuPO44Du7alREjRgRR9RuxZs0azujThzpffcWjBQVrN427ArPnz2fRokW/5eUFAhsFQUwFAoFNjsLCQv51zz1cUrChGtyMRcA1qtzn/Qb/x/N94GnveSfNnf0tgX7Aq8DkKGIp5lbY03vGqHJhbG/eCDg0leI24EMsJysJs4AXvOeRCmxoG2Ltjt97zzygl/c8GudadRDhNmBaqceMAraIqz650g0YqcosoLX3nBavdyfriomlqjSuwHkOxEJ53wLeFKE5Jn7nA41FMgqIbNgOaxUtBF6MTSreyWGdFFbhHJXh9w2wVtZRwLvYPNXDmLELQFdgsepawZgUAXaKBW1ZVMMClb/Ly6P/t99ySZ8+7LXTTrzwwgv432BW8I+K955zTz+dvE8/5YWCgnVm6aoBe9WsyejRo3+rywsENhqCmAoEApscw4YNY5c1a9hlA5/3Kudo6xxHbeDzLsUMEK6k/PmhYtoB12KiaUZsb/4S0DqKeFmEk5xjS6ClCCenUjyICbB0TZM3xZlW7Sr8TIx6WHjwBO9ZCPw1dojbFWgnwo0iTAbeF6F1JVUkGgKPAPNUuR74VzzT1dc5xmM5UxURU8X8GQtTfh+b92qBtR1+WwlrFyPARFX6AccBvZxjTpZrtHKO8tKedsME4lCshbG9CB9jJi87iZTb8pmOvYCk0b0p4GRgYl4eW86ezYCzz2bPnXbiqaeeorCwonHKgbJQVS457zx+eucdhufnrxMbUEy3lSsZ9fHHG/zaAoGNjSCmAoHAJoWqcs/gwVy6atUGPe8k4Cnvef43uDPezzm2c45BFVjDYXbaQ4GxqmvnsG5SRaOIoakUPUTYHNjNOQY4xwtYFtfT3vNwFbVZ1QYux0wQlgD9VRkuwu7AbapsQe7tbOlw2GzaZO8ZBcxQpUv8fbaVlrLogrUofoy1+d2GVXcq49MjWJXoOuBHTKztgL23UVkPLMEOZG63K80pwBxVDlHlMOBI52ivyn+yvG6ATt7zQ5YGGilM2O3vPUN//plXLrmEDq1acecdd7BsWekmxEBlcN2gQYx96SX+m5fH5hmO6a7K58GEIhAIYioQCGxavPvuu2y2eDEHVuKaHtuwLwHmYGYL32GVms8xM4iz4w1+XdJXb6qKl4G3VXm7CkRcbezO/3PAxChikSo/YrlKU73nKuc4ID72SRG+pmrDiKsDFwBfes/jWNjreMwR7+8iLKnk8+0GfKDKF1jb0vWYa14m44Vc2AOoIUJ/zL59d5EKV6kEy1QDa938VJVngJtF2E2ELxOssaP3TM9i7skBd2NmGHmqvITdYMg2xHg3TPxlSxvv+cU5egDvrlrFG0uX8t1tt9GhdWuuvOQSZs+enfWagfVZuXIlJx9zDA/dey/v5OWV6XDZGfhmypRQJQz84QliKhAIbFLceNll7LBqFfdj5gY3A1cDA0U41zlOS6U4PpXi8FSKA1MpujpHJ+fY2TlaibCtCI2wYNla2CY6hbWeNcUyeDoC3UQ4WIReztEbGK/Kd9gd/ZpYq9N2InRyjsNSKc52juuBB4B/A58AU7AWvVwFyFzM5exOVZrkuEa2NAMGAm8B56hSS4R7gc+wFrbmIlwrwvdVeA0FwPlYm+JM4Cl+dcy7wDl+ruTzvQG0dY5ZwBpVdgXOd65SxNsaYL4q1wK/qNI+roRd6Fxi2/Z0lK5AHRWvv5cq+wB/c47lZTy+FbAoB4v1LYH3VXkLWBWv898sHt8eWKKatZ1/c1jn/egIPJufz5f5+eijj7L3LrvQ769/ZeLEiVmuHChm3LhxdN1tNzb/8EMKVGlQzvF1gR1q1uSrr77aEJcXCGy0hNDeQCCwyfDGf//LT9OnszqVYqoqm8VfNYCaqtRSpRY2QL8tVnkpDvEt/qqLCaf6Jf6sgwmqdYjvno9W5QDM3OGg+FdrsOrVZFWmqjIT+BmYDCxzjlVxKG++KnmqRPF5thRhq3hWZ1vvaRqLpOKvrbC5nRqYADvFOTqq0vc3cDJ7GwuPHYHNuZypigceV+VB57hTlaYinKnKCSSf5UrCnSLUEOHSuBp3JHCk94wBzgPaAsc4x1Xes3MlnO9JEU70noZYFXACVrFrjlXE+qtSPce1f8I+h8Ub02eAiZgV+bNYPlcvsgsYdqRv53OYy+PlwDGY0PlX/N+l12/J+vbo2bA39hm9EDhZhG4iPOg925fzuNrAViK8q8qRWZyvObAizd+D5sDdq1dzHXD/q69yxJtv0nH33bnommvo3r07koPr4B+NKIq46447uPeOO7ivoIDjMGOTj2FtZToTXQsLGfXZZ3Tu3LnqLzQQ2EgJYioQCGwSrFixgoHnnsuLUVTu/+Ari/nA4Vjr2UElfl4N29C3TfegNBvUpZjQ+kGVH6OIWfH3I0VY4RyrYuGVr0oeJqbqAiu9px9mi70XJrY2BFOA44Hb4/MW47BKWV/vWQ3cr8rjznGj97QR4QxV+mB5T7kyBxisymtpNs57AWPicN7/U2VPoJtzXOc93XI83yzsfRlY4mcdsBmu4cD5IgwB7o03/9luzacC9Z1b53PRHrNTvws4Q4T7RXjYe1okXLNkm1862vGrccRZ8fqPeL+O4G0FLIsFci4tKpvH1zAQODfOptoJuEaEi1XZrIzH7uYc70VRTmJKSf8eNASu9p5LCgp4auRIBhxzDPW2245+AwdyfJ8+bLZZWVf0x2X27NmcdeKJ8N13fFFQsFYMt0+leD/Bv7XdV6/m2ffeg4EDyzkyEPj9Etr8AoHAJsENgwbRIy9vgwmpNZhL2o4iDK7gWg2wO/mnYK1rD2OtZaNVmRRFzIzzolZg81hXYbblxwFfYC1bLbCq1eGpFHcAH0GF2sQysRw4RIReQP8yjquOVSW+iY0b+qjysHO0AvZ0jgeBBTmc/1Ln2EWkzJm41sB7sd15Q+85FNjdOf5L9gYPL2HOdukCmI8GZnlPP1XOEKFzwnmkkkzFNvrpuAj4WZWUKu2BwSKsTrBmeWKqmAHArLh62yFev3jebwtsAzA9wTqZrqEG1opaH2v9+w+Ww9Yudv3LxN5RlPXruEV8zpnlHFcTMxj5Li+PqyZP5spzz6X1ttty7aBBTJ1amdNwmz6vvfoq3Tt14qBvvmFEXt46VcU9vGdsgjW6A5+PGxdywAJ/aIKYCgQCGz1jx45l+Asv8I8NmCt1uXPMxAwKNiSvYHlMLwNPYK02P3nPKswoYvsoYphznOAcDVnX2vxLKmaO4YHjnKO+CE9l8bjamACc5D1zsXDeO51jO+DPzvEErBf8mo4vgOHe81LC17wh8AIwD+jmPaeL0Ca+9qSvwxPOcWI57W5XY/NIbeN5pBOzmNuaLEKzMtavg7UWvgE8IMKO5QgRMFGR9FOZbv1P4zWaifBZwnXSUROr3hZzADDTe3rHrn8nxjlbpdkNmJ3lvJYATUVImmqUwsRwZxH2W7UK/8ADHLT33hzSpQvPPPMMqzawG+jGxKpVqzjvrLO4+qyzeG3lSq5es2a9NufdVPkptV7z83o0A2qr8sMPFYmlDgQ2bYKYCgQCGzVFRUWcd/rp3Jmfz5Yb6Jz/Bh7ynhHe5zwrkwtvA6cBjwKHlvqdw1oN7we+8J453rOYda3ND4qtzXd1jvOc4zmsMpJ04321CF+r8mkFZmkaALcAU7xnJtDRe/7uHFsBf3GOYZhxQWkU6CfCsZB1SG9N4B7M6OFsVQbFc2l3UXb1bhbwg/ckaVCqic07TcaqSe2w16u86uBE5+iQYP39WFeInOxcxspe0spUuvWPUuUvwKnO0UiEilgHbC6ynlhywB3Y6zRdlTbYZ7bkJ2pXYFEOn7EWzvFNlo/ZShUH3FlUxKyCAi769lteHTiQHbbfnvP69mXs2LF/mKqKqjJs2DB2b9+eNcOH81V+PpkmnTqQ/D3qCowalSkCOhD4/RPEVCAQ2Kj55z/+wbbz53PCBjrf95iguQ8qLaQ2CZ9gpgR3QuLnWof1rc1nAGd6z3TvuS6VohM2f7VPKsXV2PzVvDRrvQwMVWWEKnUq+FyK2QoTOT96z2Sgmfdc6hyNgF6pFK/CWle3YVgL18MVOJ8DBgGzvecfwL3O0RSzJE8nTMpq8ctEM+ATVd4FXhRhe8z0IVO+0w/erzN3Vt71FwuRH7B2xnTZVLmIqeL178Q+4xOB0d7zAbm7TdbJ8LqCzc19rsrjwA0idCzRItkcu/5pWZ6vrSqTs3xMU+/XCr7qmBnHm6tWMaGggNYvvkjfQw9lr512Yujdd7NgQS6NqRs/q1ev5tlnn6VLhw4MPPtsUosW8VRBAfXKeMyO2ExdklbiffLyGBXypgJ/YIKYCgQCGy1Tp05l6JAhPJiXl/Xgfy6sAHqK0Bs4dQOcr5hxWCXqGqBfBdfaBptlegP4IYpYjtma7xdFfAz8LZVab/5qGHA68CBmjlAVNAcewVoWvwRqRxF/c44tgZOcYwBwXQVc80pzGjDNe14GXhehORZ+XHJG6Enn6JNjFa4bVn0bAgwSYScRPih1jMfaA/fJcu1tMKONh4Er02RTFYf25kozYJz39MGyoo7J0Qa+DrConGN6A7NV2SN+Hfo7xwpgh3jGLRvaeM9PWbrzNQGWp2kp3Ba4ynt+yMvj/lmzmHDjjezWrh0nH3UUr7zyyu8iO2nJkiUMuf122rdsybCLLuK2GTN4O4rIS1CJq4W5Lr6X4DzdgM8//bSilxsIbLIEMRUIBDZKVJUL+vZlUGFhYpezCp0Pa62qI8KTG+B8xUwCDsQsvy+vonPsCtxIPH8VRawCngeaRxEPYgP7hcBbzvEeuVU9smEnrJo223tGAG94Tx7wiAhvU7nBwIcA473nM2BCbPTQ2znexMRQRT3IzgDmqHKkKkcDBzm3NoNrNmbSkGtGWJ947Z1LZVM5sjfaSIdLpTgGa3dsC+uJwfKoJ1KumAJzv3wM+BqrwLYEVnvPJ1merzmwJEsx1QhYVcZjBNgXeDo/n5mFhfzl/fcZcOqpbNukCcf/5S/868EHmTp16ibVCjhjxgwuGTCAXdq2Zcrtt/PG0qW8v2oVPYEWpLeYT8euzvFhguM6APMWL/7dVvYCgfIIYioQCGyUPPP006yYNIkLcqwcrAYWY61jE4HR2GbxVWz25UHgH8B1wIUiHA6M8J6DveceLAPorfhxU+O1KlINSMePWBDuidic0YbCAT2woNd5wP9h1asV3nNyHGp8rnOMonKFTWk8MMQ56jvHL8B+qpwowq4ivFHJ5+4IjFTle6DAe47D5qCWVsLaDvss/QzU8p7dsSrYKGJb9ApQDfssjsFm6loC+VSO4J2LtRJ+4T0XY5+H85xLHKhbH7KqaLXFhO2t2Ofufciqba8FyYVAMY2A/ISPqY9Vhnd1jn5r1nDKJ5/wzdVX07NzZzq0aMH5Z5/N66+/zrJlSexUNjxjxozhlKOPZp9Onajz9NN8m5/P0/n5dCxxTBPMnCWdMUhp9oiiRDN1KaBzjRp8/vnnuVx2ILDJE3KmAoHARsfMmTO5/MILuaiwkGGYiUDx11IRljnHcswhbnnc178yDsjNw6osis1IbAZsJrL2z+oiVAeqq64N+p2uylysXeUL4EPnyBMhX5VCVQpUKcA2IbWwO/JbiNAoFh5bqdLEe7bEHOYawjr/3YD171zNjs/XA3igal7GMnkaE1F38KsF+msAqrwH3Oo9h4pQXZXTRDhFlV3IPmcpE4oJto9UmahKfeBuYIgqlwF/FaEpcKsqh1fiebcHhgCdMGGyI3CzCOeprh/cnCX1gNcxgXASZiSylfcZs5GyoT3wvffcic2F/R14Cio03zZflebxfw/CZvb+Arwlwiuq7FbO4+uTzKWxNOdgQvpK4E/YzYxr4sDtssgU3FsW2YipYupjN05OAE7Iz0eBifn5vPvcczz+n/9wdkEBu7Rty4FHHUWPQw6hU6dOpBI431Uma9asYfz48Xw+ahSjP/iATz/7jPyVK7lWlSdVqZvhcQJsLcLnCUKTdwWeSaUgKv82UreVKxn1cXk+lIHA75MgpgKBwEaF954zTzqJGkVFPJlKUR1rlarhPTVVqatKvSiiEdCGXwVLI2wOqAlmfFCXEhvY4s1Umk3VcCz/aTglHPQyVMMKgRnADFVmqfIzdnd/LjABWFlChBUUCzHWFWENRWiItZjVAM7Fsp3KGgavTBS4TYSbVXke0m6oDoq/vCovYSLnQaChCGcCJ6vSuoLXcbUIL6vylSqNSvy8GmaScLsqg4DTRWiMiaqjqLgoiYATRThClWHAm1gQ8UMiPKXK7hVcH8y4ZJz37IoZSRzoHM97XymhywdjQup752ivyn9U2TXHtRaprtNC2xYzzPg/zKHtGhEuLUNkNvCeXJObIqC5czzsPX1EeFw1rYtlSUpWVZK2TjYCCrIUU/VYt2IpWCtbB2DgihXkA59OmsTbU6Yw4N57mVlYSKvtt6fTnnvScuedadmyJS1atKBly5Y0aNAgq3NnYvHixYwZM4bRI0cyesQIxk2aRPMaNehSVMShBQUcBgxyjosSPNfmzvFVgtDkDsDiBEIKoLsqV44YAbXKk8SBwO+PIKYCgcBGxV133IFMmcLP3rNZFZ/rfUxIPUTZm7hiamAb5YwufxlEWAHWbjhDlY9UuQ0zAWjoHH1UWaxKYxH2co6uUcTuWOWkcrZhvxIBA5zjeVVGAHuWc7zD5nb6qLIGeFiVh5zjVlVainCWKn0ww4RsGCLCvap8BusEhZakGlY1u0WVa4CzRLgME1W9yL1H/W4R5sDaQNJDMYOEc7CWyzOc4xbvM97ZT8pkzK1uJnCcKjti7aWHVXDdUUBT55jkPecCXYDbReivmrXQXKrKDqV+5rC/D6di5hGviPBSiQpWSerHQdO5UIS1h+2BGYXcjLW7dneOB71nuzSPcUATEUarckTC82yJtUV6kn9mGsSB0JmoRXzDYc0aWLGCS4D3pk5l96lTmVatGuNq1WIaML2ggOqbbUaLpk1p2bo1Ldu3p2WbNlSvXp3GjRtTUFBAfn4++fn5FBYWkp+fbz9btYqClSspWLWKL7/4giWLFjF/6VL2rFWLritXcrn3dAa2WP1rxPP3JK/AtYmPT3LcKpKJ172B8dOm0XbnnRNdQyDweyKIqUAgsNHw2Wefcd8ddzA2P7/KhdTnQC/gVsxevCqpiQmwucC9WJvTA7BWfBUAb6nyZhzIexewMG4b3COVolsJgZVr1lYB0Mc5RqvydYbNcVlUw6po53pPAdaO97BzXOk9uzlHX+/pjVUJy+JR4PrYWjyJc2A1bJ7sZlWuw7KoLsNEVm+yE1XTgGtUeZV1/+fnMKfBS7Gg11bx90dlsXZp7nWOjqo0iQX0UKxt7CTn+Kf35ba0ZeLDVIqOcbXgAewzfBLwtnM87X1iAV6EVVrTiRaA7sAsVY4WoQOWFXUK61YG6wL5ImkrvuWxGqhW4nFXAX8DequyE1YVG6i63r8DLeIstKRiqjYm2uYBTRM+poH3TEx4LFhbYF3idtlYYIFVgRcWFfHjtGlMmzaNae++y9jatXkqL48udeqwpXPU9J5a8VfNKKLWmjXUU2Ur7N+NV7DQ6POAakWZo6gbk1xM7RBF/CfBcdWA5iK8rVquu+nmwM41a7IsNPiXYQAAIABJREFULy/RNQQCvyeCAUUgENgoWLBgAacffzyP5edn3OBVFhMwl7dLgAFVfK5ihvGr/XnpGama2Cb+YcwM4BfvWRl/3yyK+LcIp8dBtE2AQ1MpbsYMCZL4Zy0F9hNhAvB9DkKqNDWxze8k75kD/Nl7bouvr4dzPE/6YN7hwAXAi1hFJRsc5kg4T5VTVOkvQhsRhpHMGMRjbo09sKpCOtrFz+lK4DQRejpXZoUiE/nAE95zW4nN7QDsczcCaC+SdfhsMZ94z9Elvj8E+FGVX7D5r9EJ11mEvY9l3VGtDryhyiPA+SL0co7FJX5fFyjI0WCjCEiV2vw3AD5Q5TVgqAg7iqzn+NdaJFFVpST1Iat2xHpAXhaugbWB1WmOF0zk7I0J3muAx/PyqAfcs3Ilry1fzrCVK3kiL48HCgq4q6iIwapcDVyMicutRKhN+Xe+t8Be0yRSpjmwOOGMV0fnSDoJ1bWggLyVSZKpAoHfF0FMBQKB3xzvPWedeCKnrFyZqN2uIvwI7Ie1MV1fxecCuzt9uwh9gSex6kcSqgOHY8JrrCqzvWcVZjrQOop4XYSznGM7bC7k4FSKv2P5UnNLrDMb2EOENSJMzqJykZQGwO3A1Hh+prX3XBEH8x6TSvE6VgEpbqn8F9CzAudz2Ps2T5UzVRkgQmsRnqNsUfUgMC2eASuPi4CfVFkdV0nuFMnKPW8Y1sLZvdTPmwOTvedgVbpi7Y7ZeFUuwkwjepX6eX1sRut04ABsJq68dRcAtRIKhj7A9Fiw7YC9l2DmF7mmMRWRWSAciOWR9VLlUKyaV3zTYIcoYkaW52oowo9ZHF8XKMhCTNUivZjKRE2SuyDWLyMYuSQOu+4pCY5tjhn3JGGPKGJ8wufWvagIXb480bGBwO+JIKYCgcBvzh0330zhN99wUxltLJXBL1j70sHA0Co9kxFhVtODVfkAc0urCNUwt7WhwGhVfo4F1jCgfRTxNuaQ1xK7U32Ac3QEtlZljPdV3tfdDBNLM+Ng3upRRL84mPcoYCCV11LpsPanuar0U+UiEVqK8Azr24b/BFwGPKrJQ4HrYVWSl4A7Yrv2cQkfO0SE0zLMzzlM2L0J3Abs7xxzEq77OdDEuYzP4VbgXczA40DnyrS/XgjUzEIANADGes9lWBX1b7FD5uqyH5aRQiizlddhrovFs2etsddtO2BRls55jZ3jpyyOrwsUVkJlKhO1EuZzATTI4tgtRPghwXEtsBiEJHQA5iZ8bt2AJXl5+BzjLAKBTZUgpgKBwG/KRx99xEN3380LeXlVutlfDOwTb4qfq8LzFJMP9HKOV4BvsFafqiCF3cm/C8uK+iluEeyNtYQ54CtgZxFuA6ZX0XWUZicsH+lsrMVuK2xzfG4W4iEJDrP1nqPKAFUuEaGFCE9hokqBU52jm0i57mXp6ImFC3dX5c9A/9iWPxNfAjPjVq2y2BerfqVic4rXElzLSBFalrNR7YZVkYriqtqIDMdlU5kqyWVY+O7bmAtiQY4b58I4oqA8tgFGe88jwLUiXAIsyfKcW2EV2qTUJbuKW22yy/2qLZI432wLWKe1siwaiyT6+90Um6FMcg0dgMUJXm8FHo/n5376KRvpGghs+gQxFQgEfjPmzp3LWSedxFP5+Vk7wmXDSmB/EZoAb+YwLJ8ti4Du8WzHZO8rPKOU7bkPd45XRXgLG7xfDJylyrPO0R7oIMIQyGkeKCkLsMrYQ7Fr349Y8Ow4rMpwvnPMq8TzOayF8hdVBqpyhXM0x0JYx6syvALve7HD3VfAR5hBxXDShwrf4xydIZFQqAmMUOV24K9AX+fKnHn5QIQDE6xbG/hUlUsx6/ur0rQpLgQ2z/E1aQ38ELfgrVJlqEjWActJxVQxx2Pv7QFAniqnObdOO2tZbK2a+FgwMVWUxWtTG2tbzOb4pPlcDVQTC6+tRRL9nU5hrcFjyzsQawlcQ9k3YdZgn907sddu0aKktbRA4PdBEFOBQOA3IYoizuzTh7NWrsxoCJALRZiAmAR8ArwKHCzCPFWuV2U0MB7bHCzAKkiVKa+mA51EqAl85/0Gy48C+BgzIViM2bD3iH9eAzPb+NZ7FmI5UY85xw7YgPndWAtkZfEZsDMQqTJDlY7xzzsAY7xnJDASC829RISFlXhuh7UT/uI9PbDqWN04E6yi7ABM9J6rgTNig4qS9+CXAS96zz+yXLcfMBF7TXYW4cs0x6wBvvGeU7JY9wrsvXhChK4i67wGC4B6FWjHclh1raEI1wNHOJd40w/WHpiNmAJrc70Qq+xMVqUNcJMI+eU8buv4c5+UbMVULWBNFsdvLlJmdbMkDb1PLLy2iefakrC9c2k/Z6URoI1zvJHh9yuBQ5zjHVXGq9LKORYsSDLlFQj8fgjW6IFA4Ddh8PXXU23SJK5dk75BRrH/US/K8DXPOeaJMB9YqMqSeNNRiN3xrxnf+c5XBVW2dI6zMLG1Jm6DKoq/jzDBUQtrfdocqCNCXRHqYgP+9VSpH4ujOmm+NseGyo8HeqjyYiW/XmURATc4x5B4puW6MjbJtbG2uEFxO+AQ7/mXc1zhPe2d4wzvORZyCphV4C4RrlFlIHBjhg3mnzDDhDHAOSI8oMr5cUBsedbqSXkF+DfWWjgiPueNIlyoWuG7iBcCZ6pyDCYar4/XfQrYxjl2zUGkbAd87z0DgH2wlrZLS1zrBExEtM6ymrQrNsN2uAjtMXF5ODDHORpXcLZlgnPs5j1PAgeIsBPwHyw7qjyKsqxMFbMQqO0cn0cRHwBnizBUlbsxo4x0jYuNgBWpFCQMoK1LdrNg2bb51YHEYqo+sCqh/fw2WVi6txFhUsJjO4kwErNnL8kc4EARUlilsjawNQQxFfjDEcRUIBDY4Dz5xBPcfuedXIjdPZ+bSjEfWBAH2C5VZSV297tYGNUQoZYItVWp6z2NvGcrbLPYDBuqboVtSqthIqqnc/wswgTvqVnGxjEfC6ZcEF/DImCRKkswgbQcq3ZNxayHC5yjUITV2KarSJU874kwAThahCOdY88oYhesItOKqmkF+Bk4VoSfsEpcpyweWwe4DhNfy4HbvGeoc1zsPR1jYdUb24yWxzLgFOcYpcpbWABueewFfO09nwLnxpvigSJcrEr9LJ5HaZ7GMrEexoJg/w9zoDsZGCbC86q0qsD6YAYV78d5WaeL8AiwQpVLKihQhmKioDfwunO86D3bYhWmbXLMdKoGvK3K/djrcbpzzBShdYWu1GanemLmFF96z8VYteqmWFyWNZFVCDllbS0EasWvwYHAj97zT+C8eCbwQdX15hMbk8wyvJic2vyyqUxB4rDj+iTP8moMLHcuY3h4SdpGER8mvIZOUcQTpdadBOwPdATeimczAZp6H8RU4A9HEFOBQGCDMn36dK68+GLaOccnqjRQpXEU0QHYFtgeE0Zt4Fcb77i6lJR8rPVkDpiQKuf4WthsQOLZphKbCg9c5Rz3Yk52hwPvqjIidtd7zDkWeU8h0EqETs6xe/x8d8Hu5GZvA2C8js3adAZmeJ/Tnf5i6gE3Azd7z2LgVu/5h3Nc4D17Osfpcb5RusrRN8BhIjQCpqpmbb/eHRjvPSOwTfFdqlwWb8jrZrnWA5hJwnOwjuFEDyyE9lhMgN+OCa5cX/tiDgZ+9p79MGGbwip0FVm3ODD3cKzy9TgW1rt7wspKJvpjuVQHAD9FEVdWaDWbB7y9xPdDgMOw6ux7zvGs92yR4bGFkJNN/yKgTql/Cy4EzlPl/zCB1TOu0m4f/74RNmeVlGwrU7VIlnW2dn3VxK179Uhu096YuIqVgJbAiwmrdR1gHWfI/2F/t07CxGtJtgXmz6lMi5lAYOMnzEwFAoENxooVKzj+sMP4++rVTPKeMfGd/WexjdhAzD58D3LbaIHdgT44Hk4fn0BIVYTl2MbtMVU+xzYX9bDncD82AzM9rvpMAy5SRaKIZ52jr3O0xjZuezhHP+d4MH5MebMnBZir3MmYHfY7WVh+J6EhJjZ+8J6fgD28Z3AcyrufczzJrwP0jwJdgaNU+bqCOVYHYKG5LwHPiNAMuFUkbQBwOu4Q4TLMGS+dc191TIA+j7XR7ZtjKG9pJmMufhcD18UBy7nmLxVTHRPldwJnAMOjKCc3wtK0BqbENvn3YnbrubAcq650LvXzA7AQ4XmYo+OYDI9fjbXWZss8EbZII4yqAY9g1eMFsZPhlSKsxMRUQRZiqg5xO3DC42uT3cxUXdXEn+l6wOqEazchbmtOQDZZU8WOfh67SXEYVtF+MMM1LJhVldY2gcDGRxBTgUBgg+C95+yTT6bz3LmcV0U5JMVCah5mtlCVQuoHYDcR5mFhsO3LOb4ZcA7wDDYvNCueWfocON575nvPvakUvZ2jCbYB3DeV4mIRnsac5AqwjXvH2KnvW6y6UpU0wWzXp3nPj0B777nBObbCqiYXYeLkvko851+wqsfTwCMibIsF52YyGlDgOue4CWvnO6Cc9Y8Aflallio7A4+RuwlJPnCkCMcANwATVfkI6CJSKRbwfTHBWg0YDIkzh8riE8w44gKskvNCDmt8j2UgpWtvqYd9xk/FWsGGpHH7KyJHMRX//cjE1sD/VBkB/FuE7YH/kp2YcpiYTeoAmK2bX1WJqcZkJ6aSZk01wT5//eKvZ7AbB5muYUGoTAX+YAQxFQgENgi33HADi0aN4v7Cwgq3VqUjDzjIORaQrLWvIrwD7A50jasxdXJcx2F3fS/DrLYnRBFzvScPeBnoHkV8q8pNqRQ9YjOM3bDZnGHe06LiTyUrtsFmeq72nhrYxl6Bwc7xcRWc70hgapwxNDQWVfdgorIYBS52jntUGZlmXiYTNbGK3mPApSIcnGP+1QDnQIQn4u+3ia95C6yNM1NlJhuGOMdJQA3n+JMI0yq43ivO0VGVvwNPYllg1zqXlaD8Dmjoyt5C3A68BdyCVXBL5iXlXJnCcpLKY29MkA/BhHgBZkqS9DZOrfhcSY/NKmeK5K179UjecpiNmGqG/ZuZZJZsMVZBfx5r8Tu6nGsIM1OBPxpBTAUCgSrn1eHDefq++/h3Xl5OG6jyWAX0cI5FWGtfZba8lUSB2+MqxGCsPbEqqAbsh80wvQe8E0XsKEJ9rLrVQoRDRGgM9HOOD8juzniufAvsIcLlItyPbTbnATt7z+FAN+cYWQXnPRZrlxyKCYtm2GxUIfb8n1JljCodclj7OCxktygOz32e5FWqlzEr9A9KDOCDvX8fqHI2Vpl5MofrKmYk1vp4L/CZ93RTZQ9gdI7rKfCS9/SPvz82PscDqhzv3DpCtSwmAs0SzNv8GbPpX4S1/RW3FeYqpuarsl0Wx58BTFAlBfQToXVc6S3v78vmsVNoEmpiIi2p6KkNrM5CTCU1t2gYX0MSgVSd2DikjGM8ZuLSCjPW+St2E6ksGgPzQ85U4A9GEFOBQKBKGT9+PBeccw7D8/PZugrWLxZSS7DWvqoSUvlAH+e4DWslK20TXBUoNnvVAagfZyXdA4xUZUlsxT3Te04SYYv4+l6BxC1ESVmOhex2AXZWZY4qJ8e/q421yc0F2nhPT+DPzuU8i1MWJ2PP93bMMW4L4GXv+VqVthVYtw7WGjYU6B87MZZ3b306cCZWqds+wzG3YDMm54swwLmsqhfFXOkcR2CvM5jYOx9rzxuew3rfYBvuI0r8bFdgsipfYu2JSUTEV86tzQ8rjzrAWO85E7vuO0QoVM2perxINesQ7FlA/Thrrp8ql8eC/D7I2DpaBxKLKQE2w5w/k5CtmEoq0hx23T8kPL6Zc4zL8LsvgT+JcJUIDwH7p1KJHMuaAAuWJbXXCAR+HwQxFQgEqoyFCxdywpFHcndeXrl3NHNhJZZvsxwLNK0qIfUzVpH5Ctt0dqmi85RkBtDdOa4T4TngzTSbz0OBt4F5qnwIqPdc4BxbYrNjT0CFAnEVGIY5f30AfIHNS6TbVNXGKjC/ANt7z0GYWUVltLmVpjE2A9MYq07d4FxW1teZOBWYrsqiWJy9kuG4IqCXCAcAp5Wz5lHAl6q8osp+cfU0KWMwy/H7S/38Bmz4/69Yrlc2DBdhB5H1/uffEGuLq4eJqwnlrPOd94ns70tyC9Yiezv2vHJhaQ629j8BdZ3DYVEMv3jPjcAdsanKrWlCdOtmGSZdHdZpYyyLbGasip0Fk75aW4gkFlNtRNZ7n5cA5zjHPsDuqvyiSh/s+SW55vpAQVERhYUVtWAJBDYdgpgKBAJVQlFREaf27s1xS5ZwUhWsXyykVopUqZAaiW0uW2CbzSSZSxXBY3fMi6tRs1QTubjtCbwIzPKe74BW3nNjfAd+L+e4B5iZxXVMxipM54pwEzDRe3ZK8Lg6mOCajWXOHIhVDjPdAc+GRcDxsYvhNdjzmQR8BOwci92K0gD4TJXbgTNEOK7UrA/AFc6xWISXE67ZGjMpiVTZBRif8HFXO8dfsOpEaU7BhMnfgb85l9iaexhwSoa2sWrAR6ocDXTBhHo6VmPtneUZfaSjOyZYNwNuAkZl8ViPVV1zEVMNSj3nc7A4gUeAx0XYBnP/K65I1hNJLI7AWharQkxVw6peSatkjUWYnvDYtlG0dv7OA09gN07GYC29j/HrjZNqkMihUoBGNWuGuanAH4ogpgKBQJVwxYUXUmviRG4pqrxpHo9tKsYB+4swW5X7vGcstgEYhwWJjsc22VMwS/IZWKvPL9gmcCFmP74Cmy8oxAbIS28xH8JyhC4A3lCt8n8wZwD7OMf1ZVSjktASq1xM855fgIO858FUip2AHUW4Ib4jnW5LnQcMEuFPwJbe84tqTo6B9bCWtNlAQ+/ZF6uW5Sp4XgHaAj9i9tcXxj9vjll9H6pKd+A2kcR38cviHEwATY/P+0b883eAf3nPe7G9eFJqAqNU6YUJlUxVr2K+xmak/lXGMd2Ar1R5BTgyQXVuFvCTKv3KOe4BrHp0LHBPmsrXD5hoztV4ZQmWx9Ufy/9K+p4tw4RF7fIOLMV0EbbOUAnrjd0keR14Q4TmwHnOUaSalZiqJVJupEEx2Yb81sL+7UrC1iKJ7f5bAvNTKb4B9hThUhHuwYK0Swc61yC5AGxSrRrz5yeVf4HApk8I7Q0EApXOE48+yocvvsjn+fmkEj4mwoTOzyW+Zorwo3PMVGW29yzCNlPVAVTZXISTYttlr4rCOl8eUFX7s/TP0/xZHLYq/GqPXAeYmEpxQxTRBtZ+NaTiga/FeGwDezmwb1yNqiw3wobEYbxRRAEWsvmMcwxRpQ5wggi949bFNzBnt7oifBwbHVSUeljFbCnQ13v2wQTjrd6zW4LHL8Dajkaocosq/TNsiu/Hcr56A687xzDvaVbBa28EfOE9/wROBA5zjre95yZgxxzXvB/L5ToNGCfCjRlE+tXOcaD3aUOSS9ICE5N7OEcXEd5TzWgd/jrQ3DlqJmixOxczjDgamOgc95UQj98BWzi3Tnh1NowEmjrHzd5zGNALeDd+z8qq/C6EnP5eTHWOtuWYZRyAtQp/CfRX5UtVpmE3U3omOG8tys+HK2ZzsnP/qyPC3ITiaxvVxMKrIfBLFNEVOEaV0WTeFFZTTdxK21gkVKYCfyiCmAoEApXKqFGjuP7yy/kkP39tgGsRMIfMQukX71mKbVg2F6GOc9RXpYn3tIwi9sVsptsAx4hQJMKX3lNNFbK4w1seHrsDfBQwV4SH4srEV1HEe8BzqRRLvWdZvAHe3jnaibBzFLFDfH2tMevmpEJrBnCyc0xR5QVVDq/E51OamlhF58I4gPMF4F+qPI5V5xxWhbu5CnLAGgD/xlqh+npPV2B/57jFe3ZJc7wCL2EVoh1V+VGVLcs5R3dglipHYBlYj2JufRXlQiyc9sDYta93Bdc7BeiImTGMc44X41mlYiYCH3qfuF2rLjbDtH9cUfwQ2CHNcc87x+FZvLf7Ad/EQnuyc7zmPfUxMdW0Ap+Rj5xjp/jxXTG3vx6YeBuOvY/pWATUzEHETY8/E0noBHyuSncRFqlynnMs8Z5eznFa3LaabuNUS4RlCf/uZh3yS/LMq228Z1IZv88HXgXud44v4oiDL4F25axbneQCsHEUBTEV+EMRxFQgEKg0JkyYwLGHHUaL1au5IJXiJ++Zo8oK7M5tHeeoI0IDVbb2nlZRxKHYTNJuxG1DqpDmLvJyYD8RfLGQqoLrHw8cgg1mT1ddfw4rvi6PtQ9+HN/JHg285hxLgWXeswbYVoS2ztHee9qp0hoTW9thLU5VWY1KggP2Bd6JN1WdsParu4CVznGF94nyfLKlIbZhXgic6T2dsZmqwd6vDT6eB/R1jk9V+YcqZ2Wx8ayO5Uc9DpwlwqsiPOg9dStwzaMxs4+eQJEIu6vyP0yw5UoHrI2wmwi7ifBuCUfCa53jz96XGU5bGofNO52Bzc+9wbqiZBnmqJd0zquY7ePr7CLCn0T4QJWvUinaJ7BFz8QHquuEvtbG5tSuxwKbrxThijQVu4WYaMmWn+PPdzb8CDwCHBr/Hb/Re04VIV+VPs5xqvd049dZidrYa5yE2mRXmaonwvwsgnuXlxKcilnSPxxX/xo6Ry/vuQTo7xztEojT6qrJ865Wrw5iKvCHIoipQCBQKeTn59P3hBNotno1LVVpHUUch4mkDsRtMjnezV4G7CuCxEKqKmaXXsIyac4E7iln4+KwOZq2QN/iH5Z4bj9j9uVjooiJwHuxdfsy7ykAthKhuirzMQOBi1SrJMg4E8uAwSLcq0pHVSbC2gDgsdgsS2usYnZVFYUDN8LazuYDZ3jPXthM1UHeMwjYRZUZqmurm9lyBtBTlR4i7IhVxTrnsM6/MZe/gcCNAPEMWRfgTWxuKVfqYK1lp2D5PS9i5gpvec/UHNd8HPtcHhL/9/Hxz98GtnYu4+xQWdQEvvKe47DKTbUo4o4cr28lVok6Mc3vrscE65HY35kXvadxid8vxG7KZENhfM5ds3hMEbAgnsEDe87DAWIRfYv39BJBVPmrCKeoUluEFQnXz7YyVf//2TvvMCmqpQ+/dWZBRCQoICiIiglFRQUjKkaUq0gwg+gVAyqGK4oBFcWs14AYMFwz16ygoCACIgaCKBkJguQoSXYXFvrU90f1wrJu6J5ZvqvS7/Psw+7SffrMTM/s+Z2q+hVEdoGsCWSHgnM+8LoIvbH60KO85yugSXgPfE70RWA5ogvAmnl5LF0YNdkwIeGvT2JAkbBNMWvWLHJzc1m2bBl+K6QybauoKtdceimHLFrEhLAg/jFMaDQmvTqHfFYBx4vgRBi7FYSUx3bCLwNewPo4ZUod4HzgcWwRO9F75nvPamxBvjR0M6svwr3AzkD7VIr3iO4Ilg7rMSvt3YH+IgzFRN8eBY5pgkUwxgBTVTkAaJdKMW0rzakm0B8zzPgsFFJNga8zEFL51AImeU87LKWue4xeT/kNmi/BjEjuK/B/+RHF5pggzJS3gIcxw4ezsF5Pu2Yw3h2YkOqI2X4r8G4qRdMMP/Pex4T2GojsHliYUUB154p0KAQ4EkvLy1OlAfB1gf/7DagU8zHMx2qU4rh9zsEET1FzbIaZkPymysvAWFVOAoYFAR9g98oYKLH5cRw3P7BobhQxpVjUe3UQcLxz7AO8K8JdqqxQZSD2/s4nBygXMdJXXjXynGsAy+bPj3h0QsJfnyQylbBNsccee7Bw4UKWL1/O9OnTWbduHYsWLaJGjRqln5xQLE8+9hizhg7l63XryjTCsgo4ToTtRBi9FYTUGuBc5xinykjYlGa2NZiNRXpmhD2HzgQIzTG+BF4MAm5xjsXes1+YhtMCW/xENfEojvz6qC7Y4ulVVdqUsig9EPgmrBm7PEyTOtU5engfa5e/JBQYDNwSOpBdE9pynyvC8SK86z27lcF1HsUiNGcDn4rwoSp7lnD8RuAq5/hYlSHYAr8wdwC7YaYXT2C1XZlwDWb7fRdwUmimksl76TzMra05MMM5BgUBIzKcI1jEspoIN6iyQYROMWv8RgD1SjmnIibye2CRqttE6KbK0jBFOA5zsfTiOFHxmUCVCOe0Cr88VqOWAnqmUiwN6yp3EzFjkCDgUKxOrhrx0/yqYamvBVmO9QKbhDVQHosZkQi2sDvYe/piTprFkYNFnKIQq2YKWLZoUcSjExL++iRiKmGbwjlHVlYWDRo0QFX55ptvWLt2Lb/++is5OTnMmzePmjXjVCokDBw4kOcffZRRubmxU3BKYiUmpCpsJSE1AzhNhCpYTUi6Ns+l4TEHt1uBE71nAVvukjvMMew0gNCI40Xv+UiEZ4H1qpyUStEqCGgOscXFl8B1YQPSbqrcGHNnf0+sxmURcGVoHHGMc9znfZEiIwqKNQHu6hyzVWmvyuNsfl7mqPIPrCbpdWzBmimNgTnecw6W8vUcZgRRWLCsAc4ORe8E1RIdAS/BXo82wELn6B4uZtNhKpbyeTvwlAjVgfsyNCNpghlINFElhaXbZkpP5+joPScBrVVZ4hx3x3jcQ1IpToxYb3U3Vqt2Jpb2VwmomYaYqhyzzmoGlOqiWBCHiZvBQJPwsa3B2il8EQS85Rz/Bn4LDTwapVIEQcD9WNpiVilfS71nPGbZPhYzG1kH7OQcNYB9vedSTDjPBq5OpXgmwnOcS3QxFSvND1iWWKMnbEMkYiphm0VESKVS7LPPPuyzzz588803bNy4kXHjxpGdnc3s2bPZZZdd/tfT/FMzbdo0OnXoQN/c3IxtqAuyEmgqQkURRm0FITUIc3k7S5U+W9E9bzZwkXPMVOW9UCCURlWgK9A1nNcY4Pkg4KFUimuDgNoinA38I6zpKC6FchxwvXOM957LQrGSyfNYG/gUS0Ps5D2nAIc4x/1hD6moy9VhwC3hc9LOe0byxxSsCpiAexGrVzrXOXp5H7u/UGGyMCez94CrRPhYhFe835ROOA9rBF2CPV3qAAAgAElEQVQRmBnREOQU4BvgRFXmO8cL3seOJK4EThXhfFW6A+eExhTlQqGSCbWxSEgu0No5+nofeQFdmKnATO+5C3uNvsaiaItD6/TS7q8AGBsEvBjjmo2xGqtTgc9VY7szzgF2jmmW8bNz1IvxvK/BojwFTS4qY3b6F8KmCNdGrMH0R0HAEOz9pKGpTgCb/8U2HAKs5cPv3pONNRn+B5aKfDjgipjjKCytMQo5WPpeFLKAjSKR3FNrAEt/i1rllZDw1yepmUpICHHOseeee3LkkUdSsWJFsrKymDJlCtnZ2cyYMYM1a9b8r6f4p2LVqlWcf+aZPJSTwzFlOO4K4FgRKm0FIZVfB9MWeBDoU4ZjF8QDz4jQEKjuPQsiCqmiaAK8AswIAlYDd6gyTpX2IlTF7MV7YQ2KFVs8nuccxwK1vDXtfZKy+7DfCRMji4B9vKcVcJhzfE7RTYDzGQ4c6RytgMbes0SVZym5luVKLI3pG+AAkbQb/hbmPCwa+SuWnjUcs4c+FLPn/sn7WHV+B2MRoM+w5rkl1csUZiMWCastwsvh7w4EvlLlcVUeScO9riAvAeucYy4wAROmcVLMCvKCczQS2fTcNMKaBn+syrnOler2NhnYToQGMa9bAXMq3AETIFdHaFCcz4xUKraBymSRIu36i2MaUEWkVBGdhdXuXYmlSo4CRqvyg/f85D3jg4BJQcCUIGBqEDA9CJjpPcc7xwVYbeGd2GdCce/npUDliEIwB9gu4rHlIHIz7BrAsuTvZcI2RCKmEhKKQESoW7cujRs3pmLFilSqVIlZs2axdu1apk6dyooVW9Mm4M9PEARcet55nL58OR3LMLKTL6SqAN+XsZDKBc53jkewdJzOZTh2QWZhaXA9sIL9T4lX/F4S5YHLsejO4tCFr5H3vOAchwG7YGJglvdMx0RP1F3quFTCTA6WAsd5TzsRDhDhQ7ZcdI0AjnaOllgdxxLMbGK7iNfZHZjmPS3CSNy/RSIv6kpiJ+BH77kGSyVrijkAflKEJXcU6gA/e880zDAlagPXm5zjF2BEoUVtIyw694AqT6QpqFZhaYNPhullE71njCoXOhfbQCIPeNV77in0fq8HTFFlLFZTt7aEMb7DmvWmw09Yvd8UYCiwfyhGSmOWaqk9lAozI7Tsj8p0LOUu8viENVkR+YXo9ZyLRNgp4mdyNtHdEbOAIOJ9WBXIzctj/fr1EUdPSPhrk4iphIRSEBFq165No0aNqFSpEtWrV2fhwoWsXbuWSZMmsXTpUnQrpor9Gbn71lsJfvqJx/Oidh4pnd+AY0SohhWfl+WH0zygcRjZmKbWhLSs8UAvEQ4GdvGe+aq02ArXKUh9LMLWLrz/dhRhTywCcKNz/LiVrw8m8J7GHApbq9JJhPoi9AKOdY5/AA28ZzEWJUnX2fE5rHfSo1g0rizK278D3hdhe+yPYeBcidG10qiMCSovQmMRFpRy/GvA697zdTGRsMZYSuo9qvRKQ1Dd4xx1neP88OeqwERVvlWlvXOxROmnwA7OcWoR/7cT9rh/w5wIi+swNCSV2lRTFJcBIuyN1fBN855zQhe9O0RKjIjNVeWQGNfZiN3Lx8U4ZypQK8bjmgHUiJFGOC9Gn6wFzkV2gvzducips3EiUwJUr1CB5cuXRzwjIeGvTVIzlZAQkxo1alCjRg3WrFnDbrvtxpIlS8jOzmbcuHHUqFGDIAjIzs7+X0+zVPLy8li3bl3suX7w3nv0e+01xuTmpl17UZjlbI5I9VVlIWYtnP+1vpjvC/+cI0KuCDlArgi5QI4qo71HVflXaNteu8DXLmT+QfgLcJEIs7Fo1BkZjheFAHgDuAUrsH9flTNCUTUHuDasZWoQ9oo6k8xdAUsiC+sTdEDYh6kb4L1nLMSODBRHM2xxfAYWgXsLMyeIy3xMbA7yng6q9MIiikeqst45nsnASCILGO09Z4lwGPBVONfCjASuxVwW65cwXn4/qzNUKRfDPW8GZmQyutDvd8JSEg8CLnWO1yJGgHs5x1klCIAKwATvOUGExlg9Vb1Cx4wIgk2pjHH5SITzC1z/CayerqUIfYH3Vf8QvVFgieoWduClkW+LXiXGORNjNjGenEqxb8TjN2I1dY0jjr2I6FGstUSPXGcR3YAiAMpv3Mivv/7KbruVhR9nQsKfm0RMJSRkQLVq1ahWrRorVqygfv36LF68mLy8PGbNmvW/nlqp/P777+Tk5LBy5crI50ydOpU7u3Rh+Pr17JzGNbOxlJhpwM/AeOeYrMoc1U024Xtgi/4UkArrEPK/zwq/z3e5KgdkqVJelfJABVUqqLI9lr4yG/gBs7augznIrXKO3zGRlaNKLragqCFCbRHqAvW8Z1e2FF35hfwF8UAvzCb7FFVGUHYpfcWh2OL6ehHWAg+qcmWhRW49rL4iB7jNey4PmwTfhqWylbVz4TLgeRGeUmX70Db7duAcERqr8gJWiF8WtvkVgGGqPBeOeZFzPOV9pHSlXOAxER5R5XDvmYH1ogLYG/hRlcbAeud4MYM0U4c5uV2BNQoeCFtEQxcA/8Cs6s+KMF5ToB/QUpUsLNWzNK5zjmbeF+ngVwMYp8rBwJXO8VIp4nE+MMp7Pijlmg4YoUpbzCBhOJsX9ouwZtGnR5h7YVZgDnZXF/p9I8yU4VLgCOAeEW4KnQvBot0p7L0blZlA5ZhW6lO8p02Ma0wJGzVHYQH2WRZV9CzxvkTb/4L8DpF7uUWNTC3A3C2X5eXRsWNHKlXa/GlTvXp1Bg4cGPGKCQl/HRIxlZBQRuy4447ssMMOLFu2jIMOilO+/L9h5syZVK1alerVq0c6ftGiRdzZpQsvr19fosWyxxZf+YJpknNMwOoQVmOF2tWco1YQUN97lmIW2GMpIu+44C58zFTKJ0R4T5XXYMuFS6FFUl44z8mqTA9NCcYCXzjHGhGyVcnxnhzsA3NnEWqJUAeY7T2/Ai8TunZtZUZhDn3TVemsyr2UnKtdEUvBeyoUNI85x+3ec7Vz3OB9xg6ME8Mx3/ee+iK8qMo5BV6nz1X5L3CNCO+L8B/vY1lOl8Q1mCA5BWgowsehOCgKBT7CIkE7iPC5KscXcVw9TGQcBlwSRm0yiea9BNQFTsUiUGdigu50EZoAPWLc0ycBHwJtMcHeoYRjhwDfec/cEo6phYnHw4ByzvFcCYLqFRH2FaF6RIHxIfZcHwN8Hv77HbCLc2Sl4U44GKu1qlrEuQ6L0F4GXIClbb6n1oh6LlApogNdPjMg1kaRx6KlJ8c4Z3aMNMI5xHsMv6myT8Sxs8PNoyhkYW6DJfEp9ll7pAg7b789AwYMoH59i7sOHDiQG264gb333pvLL7+c2267bYtzv/rqK84++2z23NOkYJs2bbj77rsjzi4h4X9LIqYSEhJKZf369bRr1Yor1qyhdfi7tZhgmobVDExIpZjsPfPCKFFV59gZ2DNsPnsCtktfXhWCgHXAyc5RBxhbhmYTAbYr/7Yqg4BjSzm+PObG9oeFeKGFm8dqryaq0luVT7B+KlVE+Kcqt4pwoggne09TrLajrBoYzwC6OMdQ7znHe4YTr/bIAVcDV3vPV8DNwDPAP5zjNu8jpxCBPQ8DgAedY6L3HK3Kj1hdVFFcBJyuSnMR9gXehiLrbtKhHlY/0wmL/DwQRsUKPu8TsAa801TppkqXUhbzuwETVGkkwkXO0cf7jP5Q3h2OeT7QE+uXtA74LA1R0RwTZRdgkYKiBHwAdBLhKtVSow51gB8KCKqeRQgqDzyrymMxNzOexSJCpwHvAsOdY780bd77OseRpZzbDBM1bbF+Wj2xlMYdnYMYKXg/O0fdGPNciL0WUTcm1oZfh0Y8fg5hn6wIz79i0b+oabXZWJ1fFEqKTK3DjFTe9J7HgE6q7BQEVKliyZJBEHDttdcyePBg6tSpQ5MmTWjZsiUHHHDAFuMcd9xx9O/fP+KMEhL+PCRiKiEhoURUlXZt2jBt8mQainCkc8z0njVAVRGqOkftIKBhENAW20GvAyWmyWzA7KCXApPLUEhlA23DSNg41T/UbGSCwxZnbzvHCO95gzDipUoe8LEqH6hyfyrFwiCgHNA0leK0IKApJtbiRjmWAHc5x1vec3wYNYsWRyyeZsAPYdSis/ecCOwX1lW1LGGOv2MW7Y+KsAE4x3sGA5UiLPJ2AsZ4z6NAa6CDc/y7DPpGgb0uL2Ji5QLgExHeDlO9bneO/3pPS+8ZRnQBugvmfHeICOeEkbdM6gM7YsLiXCDLe34hffenM4E3gYuxBe45hf7/ZWyx/kjE8XYHxoTpjeXC16WgoBqGubi1T8Nk507scZ8PlPOee2OPYAv4z7znkwjHlseiIx8BV4iQpcouMQXcZJFYrR6mETrzRbzOTGwDJivi8zkXIkcE12Dv36jR32zVjMXUz8DZ4WfCBGwTSYE1eXmbxNTo0aPZe++92WuvvQC44IIL6Nev3x/EVELCX5XEzS8hIaFE/vPii4wcMYJ6IqwMF6b9sHSlZarMCAK+xtzWOlD6Dm0AXOAcU4Hx3pdZjdES4CgR5gLTvS9TIQUwGjMSGI8toAqmDpbHFozvA9ODgDVYjctuQcBLznEyVqfUNLRM/wpK7JOzFrjbOfbCLKF/AgaqZiykCrI78AlW73Sc93QKUxefDq+fzyws0lcbMyG4S5XFYc1S3Nqrrlhq4JdY36ixGT+KzZwMzFFlbWiFvSfWO2oCFg2L6yJYHUv9/BFoFaGHUkmsBB53ju2xjYTvMxgLTJD+B7gEu8/yWQ3cCvw7phvmnsBIVV5VpVuhVK7nnKNZBu6aHbF7ah32PMTlJ8CJcEKMc9pg98J2wFRVHhIhqkn3DO85Msa1phEvLXAmFrWPygznIn+WLSW61TnYZ1BUo40s2MJOX7F7sDHQRJWZBWq1soHyWVmUK2dbEAsWLKBu3c0JhXXq1GHBgj96XX7//fcccsghnHHGGUyePDnGI0lI+N+SiKmEhIRi+fHHH7mvWzdGBgHjvOdDzKWtKemFtRXo6BzfY85fZRGZAEszPASLKEzyvkwNFgLgQRFOxJq9TvJ+k2lBcTjgeKyf0gTvWQGMA07wns9EuCC0gD/IOW4SoR/maLgBS4+qi6VGfY5FdMrKDa8oKmBNfZeENVhPO0ct4DoRTneOhsBYVQYDM8OUukz+cOyJid2zwrqlezNoIluQ0di9NRE2iZYnvS/RKa80qmJmAZOxlMg4zXjzmYilna3Bogy9sPS8cRnMC0y8v4ClUQ4If9fDOXZzjnZpjLcPZh7xPNA9XOyvwKJCUaNcxTEhFARPinBTTPv5fEv0uJTH5v848ELYMuAjSm4svRF7HxRVT1ccU5yjXozo1wygeoy0w5nA/hGPXQpsH0Oo5URIBc2nHODDaNpq4BznuFmEPpirZsGrrgaqbL9Z1hXVOkQKifbDDjuMOXPmMH78eK677jpatWoV+XEkJPyvScRUQkJCkaxYsYL2bdrwfG4u+5bBeArc4BwDVPnR+8h/xEtjGObW1xL4soz7Uy0AjnOOnlg05YkMxtoPeACLACxWZQFwufdMVOV659gNW7zfDvTAaoHiLOrKgg5At1CMvqrKF2Fq3rda9r25emERuheAJiL8ksYYuVjj4ANEOBVY4z3jMee4Hlgz3m8ynGclTFDNApo7V2JEsTDvYLVcLTFRXBGL1FyB1RJl2iurPRb1OQ8T7r29579p1iWBOe8NV+Up73lAhLeAus5lJEhXAS95z6tYOuFbYY+rqAL6IxHapJFiOAwzbrgec/z7F3C5CEc7x/hizpmLCfE4n00TRGgU4/hJqVSsz9M5qpHHXwpUjNGPbJ0q1SIem4Wl+Y3CxN0vwC+qnF3EsauBKgVc/OrUqcO8efM2/Tx//nx23XXLbliVK1fe5PzXokULNmzYkPSpSvjLkIiphISEP+C958r27Wm1evUfajLS5W4R3lJltGqpkZ2ovIHVkHTH6mbKkr6Yy+AOqszbCmKiOnADJib2B7bDjBnqOUdXoIVzDGTL1JqtxSKgmwi1sPTCztgi+FXgLhFOc67UBrTp0ASY6z311RqrvkDJkYN8fsH6RNXEGtOep8pyLEKTv1DtikVRz8Cc5DKhIlbbtxg4xTlK68y2Eds4uBJLhXq+0P8/CRwswmlhT7RM6Ag8BlyHRcDiNKgtioMxIfKoKndggj8TnhehrnMcjUW/JqnyNXZ/l/bYi7NEj8LbztGkgAi7BVioyl7ecwzwz7BmsyAzCeufYjA9rImMytQY4ii/T1bUtMOlRLdQB0u9jFpfVQ7I9p6TsHq9cSU4c64Gqu6446afmzRpwowZM5g9ezZ5eXm88847tGzZcotzFi9evCmCNXr0aLz37LxzOg04EhL+/0nEVEJCwh94/JFHWD1mDI/lZVIpspnHROilygjVyD1QSkKxRfS1wH+xfj1lRQ6WLtYB+DcwOHQnLGtyMaFyECCqzMcE3ETvmQns5D0Xi1AbuFdkq4iZscD5YW3WgDBlZ5733IntRF8CzFMlUGV/zOo7foygZLKAD7DX8Y5QuC0p4rgA653VzDkOAkaFjopzvOceKNIg4nbgNswFb2SG86yAvTargWYirCnmuKVYNPNDrN7n/GKO+0KV9SJc6Fyk/j3FocAY56iE1e/Mz2CsfA7DeqcFxIvSFGY98JgqPQoIsppY1HUucLxIiXVUmyzRY153I/CR99xS6PcVsPtsCjAZ2At4pEA91Qyiiwuwx/cbRLY5B5jlfeTjl2GGErtEPH4pUDlGCuF6Sn+8AVZz2AGLTH0JPFrKOathk/kEQFZWFs888wzNmzenQYMGnHfeeRx44IH07t2b3r17A/DBBx/QsGFDDjnkEK6//nreeeedP6QCJiT8WUnc/BISErZg+PDh9H78ccbk5mbkYJZPbxF6qPIlmxt4ZsIG4DLn+FyVbynC0jwDxgGtRSiPLbgy7cNUFIqZBnTC0pCGqHJUoTSm3bA6BFTpgznoPaxKU+e43nvOIP0P742YaHvIOaZ7zwneMwWzsC+KSsBQVT4ErhLhdRHejNEYNCotsZSmFlhK5OvA2Vgt2UthQ2AVoaX3fATsFDH1qxu2IDwV6790RAZzLI+ZphzuHMcDXxWqORmD9b7aX5VZpYhwB4z2nn1FuFOEB9NIZQOL+H6iymQsje10LJ0ujhFBYZYDDwGXAv/C3gct0hinD7CDc5xX6N6qiNUeHuMcTbDUwt2KOP9j5zgijcjYCKCCCMcX85zWw577QcCVIjytyrPAVOfYPcb1ZmLv4YoRX7u1mDlDHFv0HWP0mFrkHDVjzD+P4t1BPWaoc5sI2cAhqix0jqMjjL8KqFJtywTCFi1a0KLFlndRp06dNn3fuXNnOnfuHHnuCQl/JpLIVEJCwiYWLVpExwsv5M3c3DIREn2Am1XpC7EcsopjNXCScwzHnNbKSkh5rMnvsVhPpGll0NC2KKZj8/+nCDdhhg5HlXJOO2wBPxuo4z2Xi7ALlpY3J8a1V2KibFegs3M0855lWLQnijBqC8xXpar3NASeEinzFMRKwNeqPIA97sMxM463RHgUWKrKy8SLHoD1evoX1uB3TIZzzAJ+8p4sEY4VYUX4+5eAE7G0u68jRjOrAsNU6aXKG2nM5TkReqoyXJVdgf5htOuymCYPhbnaOfZ1jueBp7CarLjPm8ciqjcWs/jOAkaG5iqHY1G1wud/7j3XxLwuwDvOcVgEAdIci2x2Bv4pwgvesyPRo6/TgWox0gI32aJHPH6TmIrIApEiRWlRbAj/LWwC5LFI8T4iXCfC5WGN52Ei1I4o1FYDVXYqq/bcCQl/fhIxlZCQAMCGDRvo0LYtnbKzOaUMxusHXIlFWE4ug/HmAoeFu6QzvY+c+lIaS7DmwQ9hwqJwfUtZkA3c4hyNgEreM1+VrjHHqIXVMC1R5QXgcxH2B050jo/ZvDgqzM/AFaHBxSsi/BtY7D2PE98uvAL2HH2ERS6aiPBzzDGKI8AMKS53jtvDa/0MHC3COO+5JMPxe2A1aidDxpbs+VGlypgd/6XOcYsI72HPSxwOxN4jVxPPLONjoKsqH2O1Uvnz+s57BqnyZJopUv2BQd5vaip8Bfa8nYaJgTjjZGMitjgcMCCMRh7FloIt3xK9WYxrQhhRCQ0nonI7MFsVxeZdX4Tnsd5qJTENqBHTyS+OLfocoFqMiOUiVXaPeGwOW6bGeux9vZ8IV4vQIRRR3bDXaapzkV1FVwNVatSIPO+EhL86SZpfQkICAN1vu43KM2Zw58bMjaq/xCybnweKMrhVLOVlGZZStLzA90tEWOQci7FIxG+qrFS1ugZVyqlSG9hBhEoi7Ijt3lbGdvqreE9VVSphkY4dC/1b8PvvsAjIwarMUS0zq/aCj/N94FosmvIt0VN8SuIcrGnucuAO77nGOTp6zxUiXKXKHsAXwMPOMcZ7mnjPd0CjDM0E8mkOLFDdFD26Q4SuqrHTQj1Wy9THOd72HidC47BBazPMTryhCG1F+DDDxrkA92Gi7SRMuGXyWihwlSrXAB+qMgnS7m12NlajdCbWG2uvUo4fgZkA9OaPGxU1gE9UOR0zo4izkbEaS+27hy3Tvx7ANjNOCOcXZSPjXudoF7Eh9ytYc98TMZF4KvAZpOUi+D1mu908ZtrkEKCWc8z1nidVecw5bvaeDmFqbYMizpmQSrFfTJvzOLbovzhHnRjv2aWqpd47+eRgC8D8tOOuYZT1GlXu4Y877TNUaUk0VotQJTGPSNiGSMRUQkICn/TrR9/XX2dsbm5G4epcTEhdiFlCzwY6OcdiERarslyVFar8DghmQ1xBhArOURGL2lRTpVYQcBiW4qWYiUB74BmsyHoJ1jB4mSorMNevVeHXEkyo5Yiw3jnWY7UBG1TtK/w+D/sAFGA353gpCGiELUDLwrZ9ChZl+VmVe1W5royETEGqE7oYhgKkB2aVvT32vLXxnr6UzeMpTBbWC+tb4PzQRvvtCE5likWG/hu6O24U4dCwNuyMQgvgylhtTUPnaOtcmQiqB7G6sWbAcIhlaw0mAD8Ebg6NCx5U5XHneBp4PIPXuBvWEPpkEcapFttMdRJWl9WNLRtHF6QpcD/WvPYnShdn+dzoHLsCNxXxON4EThThJMz8o6Rebt9h0eNvI14XTLDVxjZfXgE+dI7z03g+33WOg9M471XnODkUf12ALt4zGrjZexoDBztHV+85i80Lp8mqdIxxjUmpFPvGEFMzRGIJ/hWqkaNH2ZhgaiDCcmxj4D6KT1ea531kR9PV5cuzS9Wt8amTkPDnJBFTCQnbOLNmzeL6K66gf24ucfYSN2ANSccA36VSfOv9puhORWC5cwzxnuresxtWM7UHttu8NwXqXlShmAXGJKz5bXvMNhssohRpcVjMuGsxB7sfVPlAlRnA0CDg1dBF7jfvqQY0SqU4KhR1h2BRhyiJU2uAu5zjZe9p4T1DiZ9OF5c8TGQuUKWqCDXDx1XZOVJbQcQV5FjM3vzy8PvrRbhHle0KHKPYvfJfEd5QJQeLBj4PtNaSe4NtDUH1KBahagZ8TTQTE8Ws17uEO/g3qnI7tvg83XuaYDVZZ2Qwr/ewVNaWIgzx/g9/oOdh0Zv2WGpaSdyICd3moTgrzTJ7KPBB2KC4OIaocohznCnC4BJeh/uco7n3se/7zpigugTIS8MSXYG3vY/dJmENMMR7JhX6/RHY/bEGuN17rnaOK73n+jACPMv7WGmIU1W5OMbxs2OktwaYQCqpwfFazCHx/VSKT4OAFNAqrFFMlXDeauwzpqjoXJHHZ2VRNRFTCdsQSc1UQsI2zLp162h39tncnZNTostZgFkJvw5c5RwHOscOwKkiPJ1KsS4IuF6VnYGzsIX9OO/5GsvDfxZb/F2ILVCilCaPx3bYL2KzkMqUX4FDQ+OGX1Q5DrgMq1kZ5z2LvGct1r/qgCBgCHBDKkVDTMQ1do7OzvEa5vxX0Dhew3H2wKJzo7AUv60ppNYDz2Fua/c4RzesbmI8MBoYFM7nHcre0rwgDosmjADeFqGBCCOxmqfuIuwhQlMsEvQoFkn8GjO1iPJHKF9QjQPaOldsfVgcHgf+iYn1wovowgwBGonQIWwgu6RALQlYn7AHsfs7Uwv777znF1WuKWQisQKzEj9WhOcijvUuUE6Ei0oxpMjG0l1vhhJrbhzWfHgW0EGkyDGnAV97z7MR51iYtliqYQroGvO1/gHYKFJkI9mS6AfsUkJz4srYZ9hi7+kFvCdCPez9NwqrhYry/prlfayeVItUaRLx2N+wXnWFP28WYtHrk5yjOnC9c+QFARcDdVIpHqZkIQWWYVBZJPKCcXUqtYU1ekLC351ETCUkbMN079qVBgsXcm2B9CrFcvvfAW4U4fBQODUV4cFUisXec3XYJ+Y3VSYHAW9h6TV1nTNL7wz5EVvkXoal9pUFX2MpXYeoMsH7YtOUymM1QU9ihgC/BgFrMXFyjvf86j0Pp1KcIkIlYG8RznOOw4EbRHgMa/DasJjxy4JcoCewK1YX9SAwP3Qly6chMMV77geuFeFY55iyFecE1p9oiPeUU+VErJ5qgAjdVFkJfK9Ke9L7w7M1BNWTWP+c46DIiMz3wNHO0RY4PizIf4ii538dcIQIrUXIpOqwAvCdKu+r8nRoIpGLbVzsAvSNUQuUb0jxnSr3l2B80NU5qjhH94jz+8F7BgO3FTHmQ85xBFa7lQ4rsU2bl4DPMYOVFSWfson3RDiwlEhnUfzHOf4RMYJ7AdZv7EEsAv+4cxyGbRC1SqV4HruXCr9Kv2N1SlHT9tZg0f99Ih6/DNg+FLgTsTTPA0XYK5xjQ++ZhqXrfQCsTaVoGDHlcBbxmhmvEknEVMI2RZLml5CwjdL3o4/46Ysv6LtuHX2BUSKMCJ3TUkCNVIq9g4DzVDkP2LOYtDnFootDR3gAACAASURBVFXzsDqJTBmDFc1fDTyS8WjGC8BNwF1Y/VU6HEiBPlnh8/AbcLEqH6myI5CjyuvOkeU9raDYupd0yQaeF+EBVao6x1Pec3Epz/nVwD9VuTjc5b7SOXqEFtBlxTwsCvKKCL+qsq9zdPKel7H6niuIliJZGgVT/to4x0dlkPL3NBZ5PQ4TzwdgdUa3OMco72nrPcOIFmHsr8qeznE3pN03Ciw61C90uasPPOMcazGRHpeqwCBVjlflMOz1KMh3wGuhSI1KTWCEWn+0uiJ0Dh/rYuA97zNyS3xEhHoitPee87znOOc4WIQv1RpHF4cCfVR5LOb1lmMW7e/EPO8j57jEe3p6j8c2a94MAp5JpbgtCPBA01SK04OAE7B7rLIIWRHvi3xbdFfC8XlYk+a5WJqmhuY8OcC+znGp91wLVCzivhnpPbdGfKyzsCbiUVmtmoiphG2KREwlJGyDDBs2jPt69IBwgVXTOfbwnpNV6Q0cBMXWMRXmCRH6qjIpYm+dkhiJOXndgO2sZsoGLK3lbW+NXpuXwZj5zAcucI7pqgxS5WQsvfEB77nHOa7ynhOd4zLvORMyaqL6O9BLhEdUqS7CC6p/aIRaEhWwlMNJWM+gN7D0wPNIX+QsCsd8xTmmeU995+jgPTcCFcK5dcQiOmuc4wnv/7SC6lnMWKIpZsU+XJUzvGdBeL2olMdsxY/CHAMzaTFwPJY62BrYWZWZqmn/wT4MeAKLqvwAm0wK1gEXhfU/USMg+TTA0uPODHtctQGeFGE/ERqkuamyFOilyhehgCgPjPKefwJNsP5Hxb2HJ2A1QRfGvOYHwO7OUSvGnJdg6Y4fhz87rP6uGWz63BwFvB4EvOwc96ryuyoVVTktlWJnoLoq1cP6zKrhV8Hvf8YiXxMwYTUXmC3CDOeYrcp871kN7ADs6ByB9yh2L7cGXAmPZz3wqyqtIz7en8O/D1FZHQSJmErYpkjEVELCNkZeXh63du7MBapcjfV3KekPb0l8CnRXZRCWcpYJ3wKnA7dgTVYzZQVwlnPMUWUCJdeCxOUdrIfWkarMVd0UtaiJpd/19J5fgR7ec1MoMs4Md4pPhciiczXQU4R/q1JLhNdVaZVB9C8/9e954BoReorwsvccEPH8ZZiT3SvOMdF79nCOC7ynC+bEWNT1xqhyFPC7c7wY0Sq7NMpSUE0C+ojQL7TfH6rKTIjc/LQwDYHumFCdgvUHS4epwDMiVFRlZ9WMxDjY/fotcJoIE0K3wO7O4YB/pxlFa4ZFfS/GNgueVeWTDCJy94e9jI4tdC+9CjTG6qnuE+FG1T8I8/dEaAAlRnKK4j/O0Tbme+p9YA/nqF7CeUeGX4THnC7CQlUODQKWYeJoPLDWOXJFWAesVyVPlfXhvZhS5UQRdhShKlDLe+oHAc2xFNpDCCOm3nN6KsU+QUDbCPOfiEXJdor4XE0TibUxsHrjxkRMJWxTJGIqIWEb48F77mGvJUt4g8xSr8Zju8BPYS5umTAc67FzB6W7lEVhChbhqqvKrDKImOWzEkuTG6zKM6p0KGExsgdmykDoEtbDey53jrXe0zZMETqeoou/V2ARv6fCNKp3w0hJWVE49e8q57i3mNS/FVjvn1ed4wfv2T1cfH4BVI0wp/rAOFUOBy50jj5FuNSlQyaCagZmlPEqsFyVAzFjjAuB+s7RE3g0g+f7FqxW7BwRhodps1FRTDxcD7RV5WVgdxGeBG7OQKiA1SIdGs7rYe95xnu+J7Pi6XaYMGgJ7CbCSWnOcQHwsrd+aEVxLSYezgLGh8K84Pu6D3BnzGsvwO6hITHn+nK4iRCVdcDXqoykCOfIYsY52jmaec9DquZMWgIBMCIIeDjifMYCu4iUOm4+s0K3yigosCYvj8qV48R0ExL+2iQGFAkJ2xCjRo3ijRdf5KXc3IyE1GLgNMwg4vIM5zQUq+PoTtkIqQHYjnALYGQZCqkhwL5Y/cBMVTrEOLchZnu9yHsGAsu85zwRagCdnWMUtghZDtwqQl2grwj9gKneZ2S3XRz5qX+jgIHAnljdk2LF728CJ4d9hx50jiO8Zz4w3XseIl7vqt2ASap8q8rZYe+vsiBfUI0H2pRiSjEHE0z7i9AI6Bc2Gl6J3SftMWHb33ueDUVGJgwKU/NKMn4ozO/Aec7RRYQ+mPgpB7ylSvfQ7j5TvvWeiaGT5UVEs4UvjTbYzuwq1bTdDLs7xyHha1McTbHeTsOA48L+SGBRvOWqXBrzmu8AezkXK5XzV+w9cEuMcwYB1ZyL/FyvBn7ynn9FPH48sF0pz11BvneOAyKKwQBrBnxMxLHXAhWysihXLtPk24SEvw6JmEpI2EbIzs7mynbteDY3l10yGCcX613TUISnM5zTF9iO9oOYLXMmKPCwCOdjttcvZThePuuA65zjbKx3z1jvqZ7BeMdigm+ZWqPaKaqcjqWD1QM+E2EQJhJOznDuUchP/bsHM4rYC0tXvNs59gttsH/xnicgo8ddHXusU4DmzpGT4bzzKUlQLQZ6AY2cowHwpnNcEQqosd76GBWOkjUEOgHniWQ0x+0wQ4rHvGd4hOPHYnVI04AZqlvYe5+M1QpdKEKm8cksrGZKgXMzHAus/uZsEVoDx4jQTIRVMceYBfzXe96IECnZFbsfy2G1nZOA90XYz7nYEc//iJRq4FKYt4F9QofTqLzpHMfFuM4gzKq9ZsTjhwH1JPr22PeqnBrx2AXYxkvUzZPVQNUd4jw7CQl/fRIxlZCwjXB3164cuXJlpJz64lCgnXPkiDA4w5Sjz7Ed7UexlKZMWIelkD2GRZCuzHC8fMYBB4jwGebw1q2Mxs3ndOBqVVJYBKIKFrWaCxkvmqOyELhXhB6YAFiHFcIP9p7nyLwWriCVsUjbYqCZCGvKcNx8QdVahBeBo5xjT+A552jtPUsxS+sulF6z9jhmM31zjKhSUTTG3CPbYvVmRaFYSufxWJ3VhGLE+nuYa2KvGIvmwuQBZzvHHJFNfd+Wl3JOafzLOfJEeAsTj5VFOCNm9PFO5ziS6DbgWcA3qrTCaj6fUeWSmKJoBjBHlRtjnWUC7LKYKX6fec8dMa7xgXMcE+Ma/Z3jpIjH5wGzVWkTcexZWPPvqKwGqiRiKmEbIxFTCQnbAEOHDqX/u+/Sa926jMa5W4QRqozJ0EjgU+AcrN7qmoxmZK5yR4gwBpimakXfGRIAD4lwLHCaKjO8j+12VhpTgGOd4yoRumPugAsxwXaDCAeKMLSMr5lPgInZ08NGpR+J0BNb8C/CIiFNsN5aZU0FTPjkhQ1oo/YQKo5VwCdAN+dw3jNclduAE7xnESbeukOxfcWKY5D3vOF9xq/BncB+Ipzv3B8E8nLgNOd4CHs9nihhnCzgDVXuUOWXNOaxAWgd9hqb5D13h/NqX0pD35L4FHjTe74MPw8c8L33LIEiH29RTAX6ec/raVz/eay/VzYwKWYk8e0wmhWnqfYUYLEq18Y4ZxBQNUaK30bg89AVMwobMJvzqBtIkzDziahR5llEj0rlAr0xk6OEhG2JREwlJPzNWbVqFVdfcgn/yc2lWgbj/Bd4SpVhqrHqZQrzMbYj/hyZ11v9gKX67ALMyDD9Lp/ZwJEiPC3CYGxxUJYflGuAG5yjCbCb9yxU5boC/38dsESVM0Lr4pOcY2IZXXsR5oa2K9BBhJreMxsY7/0WltJvAZ0xe+/+ZXTtgmQBP3prnHyECItjnLsWEx5dRGgQNrK91jmme8+dwFdY6llr4tV1FWZPoCt2r67OYByAwapMVuXRAlGl4cD+QLYqc1Q5PsI4zTGh2y6iUMlnA3BOeB9N9JsbVn+hyhhVnksj2rUAc/F7BEsNzac89tqOVOW6CELtNuc4gfTcNhX4XIQWwPDQlr04A4vC570CXBEzmvVWuMkRJ53wLec4PsZ1vgcqiETeFBoL7CCyye4+yvE1Y7zeM4GaEeY/ADObeQs44thMLYkSEv5aJG5+CQl/c2659lrOzM7mtAzG+B5LnXsdqymJykYsNWkW8Au2K/oytlAdkkrxJbawCcJ/C3/5En6/0Xu+UWV3zJluDPbHfGfScylU4DVMzJysysgM+voUN34fLKWxNhb1ObCYYx0WpegBXBr2LWrtHA97T52Y1/XAYKCncwzznn1EeFyV9qWkad6HORKeH87lqpjXLQ0HfKtKcxGaYLbdRS2oc7HGsl+KMECEad5TPaznuga4BKhcaLF3JXC+CD9naCl+N5Zy1RmLwKRLRaCvKqdgNXNfiPCkKrcD3WKmy34A1FHleYgUIdmImVqMDXvBFTRbqISZW5yD2ZwXdz8WJgDahK/bNUXMvyowSpVGmBPhrcU8xnHAl6GgT4f3sYjuD0BWaApxKnC1czzgPdsVc95EYIUqV8S4lgKvarymwOuAAd4zMsY5fUU4MMY9MRR7n0ZlpHOx+oBNTaXYr4Seg3Ow5/tb7+kKTBXh2NMy+WuTkPDXIxFTCQl/Yz7p14/RX3zBuPXp+6f9irnt3QxF1lutZbNYmoU1eJwqwizvWRYuZis7B6osDnsO7QFoEOAw4VMu/Df/58LfF/zZYULkB6xeIgDuSaVY7T2rw/4zdUXYJ3Ss2keV+pjQqkvRVuTLgEud43tVXlfNqK6sKMYDHUX4FXhUlcsjLmYqYYvnuUA7VfbF3P+6eU9pXVwWY/UdvVQJRDjNe34Bdo2xkOqICZy2wDwR7iuiv08mOCxq0xo2Caq6mMPgEBE+E2GC91Rzjn2852JVLgN2LuUxPAl8IkI3EZ7I0FJ+oPfsj6W0nZXBOEeF5zfDIqnfYlbfcSkPvKLKBdj7co8Sjt2INZYeHUbGiorUnYEZUbQO+09FSXu7L+zfNreERX89LPJ1ElZ3d3ERx9ziHKd7H9looSDrsebedxTY9HgMuBRrs/CxCO+rNSUvzFsiNASyYoiWMUCuCBfFOGeTi1+Me/A94jUsH+AczWOM/x3xalRnqBa5EZcH/FuEB1Q5WpU5mIjeV4TrDz88xhUSEv76JGIqIeFvytKlS/lXp058mJMTy3mqIGuAU0Q4PHR/egMr3J6aSjFdlTnek4Pl4Fdxjp29p563xrRHAEdjf2Bne89hWD3QvRk+rnew6NZbWME+AAV2Tn/BitPHBgHjgc9TKVapstp71mEpLvWdY39V9veeHTBL9v1V+bXQzn2mrARud443vae1Kt8RvWFvQXYHq1XDFosvAD1EuLqQ9bvHDDh6OscQ79lbhEfCflLppiqeii3AmgFznOOVGP2corARuBVoj4mLAKgiwl7AWd7Tj3gCMJ9PvOcI7B45KoP57Yotbi8BphPf0VCBz4C7nOOX8H67nPSEVD5nYtbgF4vwtfdFCtwAuCjcIJhYSmruK8DeInQR4dlSnutvYJNDYWn3chPsfXoR5lZZ0EFuJFbrM6+UMYqjpwjlRbip0HwPxNz+rgWOA7o4x10F7lkFXleN7UT6pnMcGrNW9C3naBrj3p2BRczaRTx+PeZK+d+Ix2/AnpvWkWcEc73n6EK/GwpcJoIXob8qJ4YCcz3wq/ccdNBBMa6QkPDXJxFTCQl/Q1SV6zp2pENubuT+IPnkYrvmg0R4R5VlqizEai6qiFAzCNg3CLgSOAbrU5OluoWgKchK4EQRTlXNWEi9hdlWvwHFulHlR6Euyf9FgXmtwoTWmCBgIrZIDrAC9vUiPK/KWZhFdSYRGI8tUG/GIgfjiO5UVhJNgMne8yHwr1AoPQUcj6UoPg3kiXCq98wA6mQYlcmnIdYnqokIpznHpwXqbuISYM6IQ7Fd9dHes4MIewCBKtVFGJWB+MvnQCzd74Iw3S+O0UBhrscWxpcDfWP05/kAuEuE34B23hrSjgJaqNIZ0orI5POxKnWAF/ljCmYAtHeOb1SZoMpOpYzlMPfGRphQK66v2QrsfdcFcyqMwtlYXVUbrE4sP1LUJXRZTKeu7TfgPlXeLSZK5DBzisuw2rkPwijVgdjznyfCuTEiTAHQx3v6xJhjOil+n2B9r7Ii3mOjsY2sehEfy2RgRxFqRTx+Lfb3IN88YxHWJmKQ93RW5YFC79NJQJVy5dh++0ySaxMS/nokYioh4W9InzffZM7IkXywoaQ2pkaALfYHA584x9gwrQrvyQUmYM1qSWNhngec6Rw1gPcytFJ/HasR6QNb9OCJQ1VssdgcuDJMPfwyTAPs5T1vO8f9YfSgjXO08p4ToNjai6IYg+3aLgGeVaVdGQmagrQF2oY1Cpdhz/MeItyvyqVlIESKohZm8tHYOY4UYahqpH5lHqtRGQYMSKX4LgioIEI9EU72npeAfcN7Yx0WhXtahBszvF/ALM77hel+j5dBul99Ed4BLijhuPVYw+PuImwEOqnSnc0mJicADZzjHuC5DOZUAXhJrXn0GWyuN/PAJc7xFTBBNXIkrT62udAOc9gr/NoqcLFz7A70iDnvzliq6qnY+2MO5ig4ONYom7nLOfYGWpQyjyZYZOVSLFJ+twizRWJHmIYDKRHOiHFPfkH8FL93nePsGMcPCSO4UdlkPhHxcczGxJpX5WkR7lTlkNBNsqiNgLHAdoktesI2SCKmEhL+ZsybN49uXbowOCenWBEwC/gS+DSV4qsgoJwIe4pwuve8A/wepkh9SCik0kCBjs4xH1uEZ8J/sPqIdzAxlAmrgLOcswWd6qY+St2B7t7jgY+Al7znEudY5T3NUinODQJaYKKiKJZjNSDvec+FqvRm633ALgDucY4+3nM4toCfq0oTtq5FawWsD9IpIhyKOecVvj8UW4wPBT5LpRgRBGSJsLsIzYKAJ4CDVItc0FUA3lalJSZ4G2Q4Xwd8Gt7L55JZut9OmJvlVZggql3o/7OxKNH9QEXn6Oo911H06/Fm+Lp1wURMurQGjhKhgwjDvEex2r8vw4hUjZjj3YBFcS4UYUih9MHnRBipyuw0Re6jmIg6QYQqwEWqVExjnOnAa94zNuLxDotkX4GlfC72nkdjXvN15zgy5mfYm85xbIxzVmLvrc9iXGOACGfFuMZI59g/xvGzsHrWA0X4PcxUOLOE139shQpIIqYStkESa/SEhL8R3ns6tW/PjevX06jA73/DnK8udY5amJ34E85RKwgYiuXpj/WeB7Adx1YinIs1lU2X+5zjM7WeVOnUCeXzEnBjOP9MhdRs4FARcoGZ3hfZkNZhPbAGAYu850dg9yDgoVSKPbCFxT0i/MhmJ8JnMXvoSVgvmpfZOkJqCZZmsw8mBH8ERmDpPm2xGrV+W+G6BXHA0LCG7gis9mU6VsfVKpWiWjiP3s5RL7y/Vqoy3nt6YvdeSZwMtALOEaH0uGrpHIgtpC8QIbMua5Y6emih3kwrsabHtYFnnKMnMM97bqD4P7ANgKNF6JphU2CAfmFN1CvA5c4xSJVxqmmnEA4Kx+tZwD57ItBVlT4Z1hS+C1QNBVmPNMe40TmaEV9oHwdcp0oVzKnyKOcYBqVat68HPvSeu2JcKz/F784Y5wwEajkXOZKYi4mvOO0lvsPeX6Wh2EbJw8BqVU5RZb73pX7+/li+PNtXTEciJyT8tUkiUwkJfyNeeO451k2Zwg1BwGCs7qk/8KsqtZ2jkff0BloCrpgdyi7OEWCOYenyNlakPoLM6kJ6i3CLKh+xZfF6OnwHtMCa8MZJOWyACQWCgBygtyrvitBTBFFlR8zl61VV2m6FlD4wMfyQCM+pcgBmVX9IocfwLJbW1A64XYQ7yth5ryABZqIwCqvXKg/UdY6jg4D+QFNIKy00nzeBeiLcAzxQBul+T7DZ3S/TdL/+qtTDIi3Lwjq7eiK8rco/YozdR5X6qvwEHJrBfCoCPVX5JyZUxqsWGz2NOt67Ye3gScDeQMvQxS6TzRWwlOHZWArhSWINwOPUTH0NfOM9c9O49hLgQSzq3BS4wXtaAfuELQdOpug6yUGYG2mcyFQ6KX4fpFI0LcGCvDDfhdeIas6yAcsQKK7WFMxw6A3gcRFWA3lq7pnPRhx/Sk4Oeyf1UgnbIElkKiHhb8LIkSPpdvvtLMzNZWegg3P8oMr1qvyGOep9jO36F/fGHwi84T2DY9YUFOQbLBLwGmwRHYvLM6GQ6kvmQuod4DTgJsx6OF0qhmOMVOVRVXIwN7rfVenrHLMynGdhVgHdRNgdGCzCMOAH74t1grsU21F+EustlFuGc9mIpe5dGe6etxahDva8VgFGe88rhEIqQ/LT83qqxirgL2m8T7ynt/eMSnMMBX7GIqVVVLkbWzQPAqZ4zz9ijlcLs0q/IcPo1A+YyUUF4IQCaauZcBImyluJcIVzlBexDYUMWInVdl2CNYLdToTjRFgV8XwPXCPCxaTXjLmrcxwgwmnY+/glTGAd4T3ninCoCAP5Y6Tq1VSKZjEF+FsxU/w2AAODgH/FuMYQEfaOcY2pQCWRIu+PScAVzlEbeMo5blBlniobscbVUZgC7F6zJqlUUc0nEhL+3iRiKiHhb4Cqcuv111NflQ5hgfAi7/kKuAYiWaMvxSyM7yP9Oo6ZWCre7RTdkyoqT4twuyqfEi0tpTgUuNe5TeLu7gzGymctcL5zdBXhA6x+aTIwT5WGQDvnmJnhNX4H7hOhLtYv5zNgvPccGeHcxsB0VcYBR4qwKIN5bMDEwqXOsROWKjfPe94DlqvyJdAf2Mk5OhZIfSsLGgFXYymX2WUwXkMsmnZ+jHS/HGAAJiBrY5G/V53jfKBOuLDPRDy+gr2uX6Zx7gZMRJ0AnKnKJOBzzEymLOiNRSb6es/QDDZXwCKZ5zjHrs7xLGGvOO/ZToSmEQXVO5j46ZnG9X8CPvCe9wtFOSsAzwFLVDlBlYtEaCjCp9hnx1pM5HSPca11QP+YKX7fAjuIEKc70wARWsY4fixQs4Bwz8PSLps4x1FY2vPX4b83YptiOzlHvYjj/wg0Oqyorl4JCX9/EjGVkPA3YED//uTMns04Ve4D6sQ8X4ELw53bG9Ocw2/Aidhue7c0xwB4InSN+hzrbZQu67HH1Ov/2DvvMCmqpQ+/VYOIgqKIGUUFRUTEnDPmgBnTFS9iTpjDNWFAlCAgRq6KWRQUUYkqZgUEDCAGEEFEBARFibs7p74/qleWZcN0z9xP0X6fZx5xp093z0xPz6lTVb+fGe/hk/J8+RzvmZqIm1mW9hBsAbxtxhd4ELtddOxJMfe/COgcZXyeEuEFPOuxX8z91AO+DoEN8R6lMTHGLsUDpNNUWRs4U4S5ITAImB19LuUzhW+FwOtmPBHzPKujC1BHNe/sTSndARXhxir2NxmXmN83CiDPVeWHEHgQmI/3qXQCbo2ykyV5nM/qQFvgUhHi5D4mAtuL0AfvmeuFm+QeDVxYoKC2W5kgJ1exh8q4SYQvzHinTCalNKCqlUNAtRjvm7zFLHZvggHni3AsVBoY1MSDtNlmHGHGv0VoKsJ1wLqqNIlxvOHAWqp/yInnwgBVmsUoZ10AfBUC7WIcY6QqTbJZZgA3irABcLkq+4TAbFxts2ww95oqzWJkvsbUrMn2exciL52SsvKRBlMpKSs5S5cu5br27emxaFFiM9VeInxmxrCE/SlLgcNF2ESVpxKeA0AXETpEE/Z8fpbn4qamo4CvzPIqNwSfkPXGhRUON2NCCBU2im+Ol8J9iU/MWuBZrK+r2f8SfDLXAHhYhMeBb0Ko1O8nFxQXE2iHq889X8W2i4EBePZgbTyAWBoCbwE/RRnCfaoYXx/vsbsYqn2tcRkeAs+HwJAC7Ku03O/BMuV+S/Ds24WqbCzC9kDvqEfmG2BGpLB2HMv/YP4LqKHKi3meU1dgDu5JVR1Z/DuyC7CDGd+bUTYX8DjwpRmD8jgfA65VpSNuAN0VaAP8mHB/LwO9zHizAvW+0oBqtSig+qWSfXQXoY4qFyc4/ku4Ge5jOWxbAw/gZ5lxnBlP4up//1JlAJ4xro64Rr0AL5rFEpJ4H6ivyjo5br8YeNeMz/AeuEFRIP5jCNwDFaoqDjRb5tWXA+Nq1WL77fO906akrJykwVRKykrOfT17su3vvyfuKxoPXG9GX7OcygHLU+o/87MI7+bR3H+XCLeb8TqwV+K9uLJcC3xiNKmSoCcOpWV914rwPF7+VB0NgTfN+ApXStwBD1S+LLddUbS/TXB1xfuBb0PguDzPuSx3A33wErcbymRAFuD9Y60yGerhKoGrRCajPwY3Bt4lxnGOw/vxWhVANa8smwK34sHL3ALsrwGeQT0BOFCVtYC2qnwbAveY8RvugdSFZd5NldE2BO4QySsTVANXyrscqlQv/A5XAOyGZw6fZsUf8FpAezMuSqiEmMV7Zx414yMzdsNLLXcS4WTVWNkz8B6zM/BMX7NKtlFgVBRQ7VNBQDUHuNOMhxLcW5bgHlc3mMXyiquBZ2lWEWEQsCQELo16BfdRpRf+eZRnKfFL/L4GfjXj1Bhj3hBhqyrej/l4yee1IuwQXeM/RIH3t8AnIVTp1TcVL+Otyk+tLCXA+MWL2W67OPm4lJS/D2kwlZKyEjNz5kx6dunCPYsWJRq/GBcSOBk4KOE53CzCW2aMCSGxPOgdqnQyYwTk1BdUGe/gAcCBwIcJSoLKU1lZX65sCrxuxje4d9fOuBnweDyL0BB/7XcB00KINaGKQ2tcwvwR3L/p8MhI+SpV1s5mGQf8EALPQazypPI8CZSIcHmByvJKuQJopErbGCVsxXhj/bPANSLsn8lQH1eSGxNN2jUEvsSDx2HAycT7UeyA+3t9FGNMRVwNiCq9K3jOcDXJ5sD6UTbqgCr2dTP+GcQVjCgCTlLltUhavaz0+CAzvjGjq+SuD/kbcKgIJ+CljFVRNqAqn6G6QZWtVTkk5yMvo5sItVS5Mua4JcAl+CLTwXjWcHoIHtCGwEOZDM2AzUW4WoT38YAiSYnfK/i1Hee6K82UljIb9wS8WJUmIqyLB8UjzTg1JUtidgAAIABJREFUBG4F1lflJchJoGQYsKlqzvfPr4EN69Wjbt26MV5FSsrfh1QaPSVlJabDtdfSrriYxgnHXxFNTh9JWN73BC7L/CHep5OEDqp0j0rK8mlffhy4CDffzVWBqjIMV/u6HDjDjIfylOdugE9QfgSOikxkVwFuAy77H8mpl2U+MFiEkuizWisEJgKbF/jYCowIgeZ40HZsAfc9PAQ2F+EZPEtViuEiIOPx4He0Kp9GQccaIqyjyqbZLHtks3TAy0drmHEZMEo1r/egJq5meKcqr+X5XnYOgYtwtbs60d9mAv+KXs/TZjm9nwr0iPyH/kVuyneLcCPrycBEsxW+y7WAl8w4BBeEqU4oIQCnqFIXeDzH705pQLW7KnsD75vxE/BMCIlENWYCncwYmOC720OEmiJcVe4z3QiXxO+czVICPBH1CT4uwhJzD6s1QuAZPNvcANgYqsyKPa/KcTGunV+Bb81YBReGedOMOWZsoErTELgCFxJao8w+d1GldYxjDMhkODCGTPs4SEv8Uv7RpMFUSspKytixY3lz8GC+Lk5mbToYeDoEPidZivptPHjpiyulVYfhK77zyzz6AQ+HQD+qN3OtjAD8R5UHQuB58jf2XQCcpcrrZjyfIBtVGUXA/SJ8bcaJeG/VsyKcbMaGBTpGeb4HuqnySAg0EOFeM1oCTUUYZsb5/4NjNsR9ndrgmaHqSuVyZS2gqxkX4BPKL1T5GPgymiSuo8r6ZrSIVuKPAOqZQSWTwtuADULgW5KrV4KLP2wRZS02z2M/p+ELC13MuNWM54Fz8d6oaWZ/BFi5cBKuYnkbcE81k+hfgYNEWIC/l5VZru4FtMMD5C+hyvPpKMIYMybHDGQUGFkmoKovwoEhsGWsvThXq9LcjJYxz2E2cIcZL1Yzrgb+frQDiD6v0/F74W2ZDL+bsTAEFuBqqhuKsKkqm5uxRQg0ANbBS0pvwHu75uES8nOB2VHp9M9m/BI9fserCdYA7slkaJHN0hXPUtWs5HOeBnwRLVblQhHwbjZL9xy3Bxizyiq02Cuf4uyUlJWbNJhKSVkJCSFw1fnnc+fixayRYPws/Ie/I/EngAH4GDf+PRjvaeiBB0c/qzJPxCcFZvwa9aAsMPdkAl+lXVUEzMjiN6Hj8UCrFrC2COuKsEHkibJxNst6sMKjHssU+z409yPaJsF7UZbPgaNFWAMv68u336qUz4DWIiwW4YNIEKMEz940wydS+xfoWOArxR1VGRICzSMJ8z3KTLb6mnE8ngnctYDHLeVsXNL9OGBUgnLLElw0YDwu9f1xJsP4bJa5wGp4Kds+IdAaD5q2hdgmwWsC24rQG7g7j8zjBkALEe4RoVee2amHQ+Ao4FNV3jGjhxltE57b0yGwJ16uVtl3fBawrwh1RJiQQ5nuvcAbqlyI+9FVxBD8/XwXf4/jUhpQNQNGmzE6wT7GAgNCSCSGcr0qTYFDY36WfVU50Izh5QL4Etw64VMzJmazfItf179kMvyczbIq3q9YK/IKWz0E1jSjfgg0xL+fG+KLEpvigfKhQJccM0dPi7CVCHVyfD0fAWuI0DTGdTdutdW4LpVFT/kHkwZTKSkrIc/37UuYOpU2CcaWluA0D4FLq9k2izeRj8PLpz7AV69r4JOezzMZvjFjNXwSsFYI1MMDhHXx/pQN8VKXTXBzV4CPzDgI70UoVawrwZu6vzbjWzOm4eVb7wK/qrJQhEVmLI4eRXipnIbA5XgwVxz9LS6FLusrpRhfpe9ixqlm9Db7IwtYAxep6AQciYtDXFfm+bgEfCJ7hyoTQmD/EPgK2LSC13IocCmexfsC/6wKzUAzGqpyMy4gUBEG/IQHsePxoOmTEJgaKb+to0qDENg5m+UKvMTsMzzwfJbc/NOq4gYz2uKLCvn8GPYw40Az7mDZNR6X74D+qhACo0NgCslLZ8F9uvYU4XIRXq5gIj0VL3lsArFMut8Iga3x7255u4Fv8b6zzuRXsjsemA40jc6xP7kbdxtwrggnmMW2iBgP9A2B8THHjcXfw4pMu2vggjjljbaXZrNsjAeoZ+YY6IzFP7fbczyv0vvatTECw8EiNIlx/wvAZ4sX06JFZVbiKSl/f9JgKiVlJWPBggXccs019Fu0KNHEu6cIE6JgpSzFuH/NOLyX5EPcq2h1EdZVZctsllPx5v0xIkwKAY1RV1/KDHwSfzUsJ/1dA9gyeqxAuclAMXCwCNPMaA0MV6W3Gb+bsbMqh4fAAbiBbc1qzud/Vdb3BZ6Nmh8JdFSWAboeF8w4GnhHlb4hsHaM4ywBnsFNfhcArUPgTSqWOy5LJ+A9EY4V4Z08xEMqowYwLAR2x8VNdsPL/sYDn6gyGvfKyRKV6AHNslmuxYPLDaDCbNMuuPfP8yFwVp7neAxQU5XBIcQyQC3PbsDGUTllXLGDD/GeqxEhsIMZHfG+v+o+v1zoa8bmUZ/cnmX+PhGXy98P6B9z4WAjXMb/LPx1bxL9fSFwmAiHmXFhHuc8C+9Da4uXUPbAy9huFOFaM6qTwOiHBxxxRUEMuCi6d2wRc2x7VVqFwHoxxvQBVlfNOZAC6Br5QtXKcftPcTXR82Kc1wB8USlXJgH16talXr18Qv+UlJWbNJhKSVnJ6NapE/stXsweCcZ+Dtxoxot430PZwGlyCKwRBU5bZ7O0wycxm5YpW3kLNysdlzCDsgSfcO0CdEiY/Qm4oex3uKfO6vDHpHsK8GgIDBShJ/CbGTuqckQUXO3C8sHV/6KsL4sb795hxglmPJ7De7UbMMWM/UXYBhhE9Sv7c/EerO5mrKHKpVHzeZzPZYQZmwHXqdK1wGIUc/FrbFM8EwZewllfhEYhcDweTG+HZxfj8K8Q6CnCWQXIIB4RAr2iyXA+XB8C1wHtqf6HtQSftN4hwlQzDomyGhtEr6ebKv1C4Iy8zsj9v04FLhDh0ygQ+RjP8pxCbjL/FdEWl9U/QYSPouu7TaT+1jePz6TUr64p7k0Fbta7Bx5gj1Tl6RAq7ddajJc13mxW7SJKeQYDn5vF9tN6He97Gh5jTBEeMN8e45qbBbwcAhNiHOdxVXaIkXX8CZgeZWtzZRywQyqJnvIPJw2mUlJWIqZOncqjDz/Mp0viOfksxX/0L8Incq2ANUVYT4RtQuASPHDaoIqG/fl4Cc81wFYJzt3wDNAiYHDCiWvp6vG7ZssCqTJsgZdsdYwmYt8Bj4XAKyL0AuabsYMqh0WN9h0obFnf18DJIsyOBB7iGA/XAcZEJYv7AN2A82CFlfjJQOdoUrmFCI+bcUzC97Mm8JYZO5uxJ967lpSlwAfAUBFeBb6LFMZ2DIGfgTuBs82gAO/1jXhp3QRyEz+pijtxVcMZeDlqUtri/TYDQuCkSrb5DZenvxtQVdqEwO2smD09IwS6iHBGAd6rB/As3/N42e3ReMDXMc/9DgQainAn3uv4thmT8ihTNdzv61fcyLcsuwGTzdhLhBbRd6siBdPOUf9X+5jfh2LgQhHaV3BPqYoAXBIF9XHGPYUbPp8b4zwfEmHLaCEiF0rwvrZnY5zXcDzDWivGeY2tUYPt987HYj0lZeUn9ZlKSVmJuOGyy7isqCinXoAifLX1NFXq4TLJvwD347LBP5sxMQT648acG1Szv/NV2SDqgUlCDxGGmvFRjJXS8tyiygtmfGwryjdXxOZ4f8FoM2aZ8TVwcAj0Au7AA5g98fcqH7K4p82OQBMzvg8hViBVlu54qdL1IpwaBZ/g5WBHRh42X5p7G00IVZtv5kIT4D5ckvurGOMMz+x1BfaNZLBPE2GkGRea8TMwNQReAi4EusfwKKqOWrg89wMF8LPaANhSlT4FOL82IdCxgnOahpeCbQQ8FPmKzQyBu6m4DLUDMNWMMXmfka+Y3mSugng0ft3nG0iBn/crIXCXGR3MeCXH72RldI6CpJGVlJyuBYwPgV3NzWcHlXt+BtDZjD4JFhYeFKFEhFtijnsBz8B2jTGmBLgJuC7GeRbhFhS3xhgzAjcdPrzaLZfxcibDXjGOMR14TYQmTZtWu21Kyt+ZNJhKSVlJeOedd/j0gw+4soo+pSJchOD0TIZ6QDtVlkYT2hJ8kn42Lskbh5fwbNLwhBmQN/HywlfMYvUVlKWnCD1C4B2zxHLbmwKLVMmK8C5wMS6rvgEuFDEvwT4nA7uJ0AV4Fc8A5JvyPwIX4vgUL4NrIcJhuMjHVOA9sxUa2vPhTDwrdXjUd1UZM3A/rxMyGdbCleCeVmWPSOzip0jF7RKWl87+D/BDQmW2yugIPBUCiwuwrytD4H4z8i10vAP4LgRGRv8/GjguUocbZcZw4JsQqi2jqolLkXcvQLA4Fy+PWwIchpfNFYrJ+EKCAJvlsZ9XgdvNGFzN/UGB53CBi5NxKfnSz+wqVbYXYd+Yx/4Fvzf1irnIU4SbSccVjXkWQJVLYozpD6ymupxRb3U8qsreMTKbWeD1bJaLctj2B+BcVZoA00pK2DvNTKX8w0mDqZSUlYCSkhKuufBCui5axGrlnivGDWHPiDJQbVVZlM3yFr76/SLwrCrNRP7oXYnDT3izeVeqz15VxBR8on4HJM7WPI0rrw0meVmXAZeq8pgZI6Ng5CbghxDoDTwjQgPgvMi8tDoC0EuEFsAmZvxgxoEJz60iioHGZswAvjFjEh4MJw1Gq+MJoLYIp0dGzgC/A6/hpZUNRWgMdMxkqJ3NMgj41YxPowzLZlXsuyZR6WIBgoNS9gbWVuXFAuzrDKBYJGcvnsqoCRwAXCrCjqocBFgIfAOMjEopc+Ue4KUQmJvwXAyfuDfCRQL6AENxH6V8MeBOEc7FxU/2FeEQkT+yqHGYgHts9cTL+XLhfOA94EEzjlTlTeDVEOiXoCzyJlU2U41d4tobyKjGEhzJ4qqdV8ZclOokwr9jjFmIZw1vi3GMsUBNkSqtEn4ELlBlK2C8GdcAB+27byo+kfKPJw2mUlJWAvo88gj1Z8/+4we/BO+BOjMKoNqI8FsIvA78FAIDcLEFgE+A/iHwQoKJhuFB2nYinJPgvBcAh4pwCPEUosoyGJ88PUPyYCzgQdJzZow1o0m5508EJobAh8BEM7YDDlflfaCid20qsLcqt+OrxgMoXANqFrhXhK3x928m0FyV41TzLkesjvdD4P1IIXEnVerj5Z2TQ+B2M+YDk7JZniT+Z9EDn+DNKeD5nhwCPQsQoClwgBn3ZzKxxy7GS6puEGEHVQbj19CuITAbeBliS3SDy4JvpsqjCcoPpwEtVblYhG54L94pQFNV/pPn+1UCnK1KVzNGACcAr5lRIsJpZQLxXJiDi2G0ITK/jcEOwLeRYMRBeLC+Ucx9fIP3VD4bM7j5HV+IiSva8gK+SBLnXjgKmGYWqwRxIK54GWfhabBIpebIM4ELVWkMfGLGx7i9xZg6dTiuTRKDjpSUvxdpMJWS8hdn3rx53HnLLXRbtIgRuIjD2sC/RJgXAkOAWWYMhBUU/ko9V44DGiY49sPAuKj8Ji6GG+rWFOH5BMcGeB83qewBiXuDAv6evRypEFZlUrw9XkI3FagbAkcCzaPzL8Ff00N4dmztKBsVpyehOj7BS/ruBPriTf1r4UHODLxsszBSGcuTxUutjlVlYXQtHRwd84cQGIZPeOMqpJWlMbCFKr0L2Dt1Cx4EJzFnLU9nYEhkDFwVRXhWpIMIu6qyFt4r9o4Zp0Tv2TqqtIScJawr45oQuMfc3DoXsng5bDNgFTOmmy0XpPQNgedC4IuE57MAOFSVoWaMZ9mCjQKjQuADMzrkGKwVAUeI0FiE+xOeT208qKqLfyZHqfJtjPGXqrI/8bPdXVRZT5WTY4wJeB9k+5hlgV1VOYB4373eqhwdM9B7SYTjy93nf8INhRsBY4CReIa1GS5I9G5REYcfXsg7YErKykkaTKWk/MW5/IILWLxgAfsDp4owKwQG4QHUq1SdIeiPl9k9luC43wJXAX3MKpUirorbVBmVh+DE53jv0I14n1cSssDp0eTv0xi9VuvhwcwcoJUZl0XiAbsCN4nwLDAogfxyZSzAJ3Z7A7uZ8aMZR5Z5viY+WR1sxl0FDEZm471iGwJni9AkBGbiggw1RQoiFV+W/4RAzxjBQXXUAbYX4cECZKc2Bxqq8lS5v5fgk8g7gb1UWROXBB8KHBlJmv9kxvvAtbgB8q4hMCBBlqs8bYEgwpActh0P7ChCJ7wcdJjZCqbGjXCZ+ksSvF8zgV1FmIXbCJRXPlwLN6G+JwT6VbMvwxcG5kQebEnpJsIrZkwEvgdKoqzyZZEqYFW8BXwYU+0O/DvTLQR6xwxWXgQW4ddIrswEXguBe2OMmQWMDCFWJmse7ilY6kc1CxdM2QL36/oQV1gsK4D+KrDPbrtRt25Sm+qUlL8PaTCVkvIXZsaMGQwbMoS9gVeA2WYMgpyarBfjAgs3JZj0Z4GTRDgYEpmZvgJ0CYGhZqyZYPy3eO9JO9zUNgnFQGtV3jHjc7PYJUDgQcydeGaoCDfi3dyM7ROeU0UMxCXd38BXfx+l4hvzBvgE+U4z+udxPMMlzE9UpSHQV4TueHD+MLA2Xr7U3axKMYoknA6ICK8VcJ+3mfFYCCwtwL7OD4F7RRiL9wjur8oawFEivKTKfiHwJf49HBmVXlUkp34xMDibzVvQAjyY71pF8LME+I8IuwMtcsiWPgmMjbKNufIFnrVtAHwe2QpUxHZ4L1Fb3H+oMrqJMKgK5b5ceA33qns1+m7XA1cLxQVvNsOVS0sqGJsFzhPhbDwIjEMHVbZWZb8YY0qzUhfGzErdL0KT6HuaK32BzVVj9Va+AWyoylLgclU2xzN97+IlohXd7/rVqcOxZ+TrhJaS8vcgDaZSUv7C3N+9O+0yGQYD+8cc21WE2qqJ1LvuEuEnkWpXmCviS3zS3JPqjWcrYibe/3A4LhOehCJcRW0UMCEPBUHwxuxd8CzZr0B9EbbFJy35MB04QpUzRbgOL1erTmB4Z3yyeibEVsb7HS9R3FKEI0XIhsBEXG769HLbHg6sr8rDBcyClXKCGV0KKETRElhDlYE5bGu4ett4vBevN3ADcEomw+6qdMazTAcBz6iyUwiMw20ExoTgnlQ5HGc/QEWqDChypQueFZhUwXPvAU1E6CvCe3igVF1wUgeXqr9QpMJAozxv4eXDxwPDcwgGTsWtFg7Fv8vlGYwHQa+ZJRK0Af/8TsHvD3uVe247/JruDdypypYVZPb64J5fcSTNwbP8j4fAkzGzUq/g9444thJLgfvMuCPmsXqL0CbmmIGR6utmwNvAO8C4ENi5ku1/A94qKuLII4+sZIuUlH8WaTCVkvIXZf78+Tz1+ONcXhRfduBH4O5oxT4unwB3mvFiglXjX4FDcNniuA3l4BPdfUTYToSnE4wHn4QcrcoEPEDJR2fqdXxifA6ujFYTGGzGA8D5IrRWZX7MfWZxz6WmwFIzpplxRYzxp+KSzIfhQgPV8QUuvrEBbvZ7nhnzzBhA1YHBbSFwp1lBMj5luQv4JJJSLxTHR0IU83F1uKHAf3GRgNMzGfZUZVMRauEZvv1FuECVXpkMHwC1sllahcDDwIb4JP2TEOgG1Qa4lbEl8GoBgtG18VLGXmUC0Pl4mdzhwClmTAkh1sJFR7zk7NFqtnsK96bqADwYY/9d8N6/Q0WWk66fiN8b7oFYyoZlmY2LVpwJVYritAamh8BpZpwiwv6qfIEvKlyD3x/jToCuUWWPqCctVwy4ToRzYx7vBXyR4KgYY77G/clyEbhYgC8IHa5K/xCoiwfOn4TwRy9cZQwC9tx5Z9ZaK25eLyXl70mhBKhSUlIKzKO9e3MYJPJUulKV7c3YP2Y/whK8H+QMsxXELKoji2eD1gceSRDELQRailBPhMEJ/awW45OD7/FAqrJypFx4GlcRvAsv2yrLv4DDzDhIhK3wHpVcSi/HAmeI8IsI/cw4PGG/yO34xPRAEcaZUb5roQhXkeuqysQQ2CUE3gZ2ifG+ngZcq8pTISTuWauINfHenntFeCDH8zE8UP+hzON7YEomw1QzpobAzyGwHi5KUCfqbaofAg2zWY7ERQZ2BDYBMPNHBTwIjFONJUVdEa3N6CPCrXntxbk7ulY6AcPxHsIGeKCcRFhGga5mXIwH5+VLcQ3veewaAs+QTPxluBlbqdJGhBciifeDouOdm2B/4Penw0RoAtyfw3dH8cDxejPamLELLoSytghnxvzufQIMCSGWwAV44DEHt4bIFcPl0NvFvAafiAK9WpW8toXR+TyhyogQWE+VdUJgHRG+ivF+vFC7dqril5JShjSYSkn5C7J06VIe7NGDwYvjW5KOwj1Xvklw3GtVEeCBBJP8a1T5GpicYBJahCtxLcF7MpKkzBcCh6gyBw+k8lFS6yLCbWY8BZUaZdYHPg2Bm/GyuItUuSOECvvTfgeuU+XxEDjdjIcSrIqXpx+wkwjHiPBGlEX8AXhQhAfNqKXKKVEQlTSovCoEbhGhrRn5yykso6sZB5pxN152No8VA6Vvo0BphhmzzRDcB6uOCGuKsE42S8NslsPxQOkc3Fx6H4A8AqE9oSA9Xefh3mizyd8bbB9gHRF2NGOWCHeYcXGewd7pQEdVOppxd5nvezGe9RpkxnuQuD9Q8fLErUS4RZXhZmwG9E64gGC4FcT8aL9xqINfG4/iJYgZM5qK0M6MU8hNuv4yVY4MIVZpouG9Uv+O+X3/CK8uuDHmsR41W6E0ehFu5P5kJsPwbJZ1VWkZAhOARiGwrQhnxfhMFgBvFhfTKy3xS0n5gzSYSkn5C/L888/TrLiYFjHHGd5YfUoCwYW3gUdD4BPi1/8+B/w3BD4m/sQ94BLqU3BFqSQ3pd/xrNYCYEIlAU2u53K5Kk+a8Qa5mYjehpcUHQEMEuFFM7aOnjM8Q3QOsD7wKVTq5RIXBT4KgcYinCzCYhHeCoFtROhjxjF5TrYBLsEFOPpDLBnoyijChQneA1bBsyoL8NdSJ+rxWxNYNwqUjgGa4RmlBlBlRum6TIap2awHU3lwFHB3CBiQT5FeHaBBJsPQbJaka/gBz0R1UWVWCGSAGZFcfiF4IgT2w3uoGuK9MK0iefEv8uhpKqUernq5f6QIOiOPfXUU4U0zvjJLdI+YjPs7dcEzzj3NeFyVm0KguSrtQuBEYJ0Kxr6JL5zEPf/h+Gu+O+a4zlHAE+d1fogbT59ixmK81PXJ6PpbR5UDs1k+BZqUuS+MAqabxerlGgTstsMOqVFvSkoZ0mAqJeUvRgiBezt25N6FC2OPfRb/8R4Tc9x8fLJ8DVVP9hfjwgnfR49pwCRVXg6BTaIV6NpmrA7UDoHawGq4385qFfx7NeC/qnxgxpdmibJJ8/EemKwIn+ehDlYEnKbKe2aMMaNRjLHbAlND4AxcJKIzPik/V5WRZtxqRvsCBDflmYnLXQ83o4UZU4ANC3gcBc4z4yYRWkfZoTgswFfZ3wGGq/JZCKwpQgMR6ofAxnjfxobgQVI2uWh6/WyWKYlHL2M7vGR1JvFNYMuzTzbLi5kMbWK+rl9xO4NuIt4DGEl4NxHhC7MVRBeSsguwmwhXitAzBA4UYVVgUp6Z3VLmAu1FqGvGb3jWtH2CzNRLeKnjW5BIrv834GARjjSjffS3a3Afr9+ATiHQVZX2IbCXKmeFwDF4QGzApVFZYByLCMOz0f+KeU/6ARhWieBIVfRRZb0QOFmVQSGwtir7Z7OMBbap5J7QRZX9Yy4+9atdm+PTEr+UlOVIg6mUlL8Yw4cPZ9VffqFlzHELgfbA7QlWbs+Pep3Oi7JLpcHSFFUmizDVjB9DYCE+wVgjyiDUC4GPQ2AL4CAzFmSzLMR7BBZHjyIRiksf+ES12IwSYHEIlESy1i1V2QvYPVKR2pLqM2TzgH1FWFWEsQnLA8EnW0eqMh340iyRaIUCz+AlNafiq+B7m/F9Qnn4qlgCdIp6WvbGV9r7i1A/YQlVVXTAJaaHQrUGxbNxo+W3VHnDjG/NqK/K5iFwZOQ/1DDKLvXGhTg2LNA5NwK+zmTyCsjAP8d1VPk8hLyDqfbAXtksJeT2Y/s50EOVviGwiSq3RP1qpdf1gWZ0U2WvAgbMz5nR2IzmuGrfq3l8j8ryDa60uAkeIIwEjjRjdlSmmGtgPg43jH4IKlWXq4oAnBRJ3D9XwbW2JtAJD6h+BG4Pgf+ocnYIHJrJsE02y0+4aEYc3sLFIEbFHHefCNuI0KCKz/hnXNFwPDAmk2FsCEyORCQyITAKaF7NNfIjMCimEMxC4PXiYu45Ko4sRkrK3580mEpJ+YvR/bbbuGbhwthZgE4irC3CBTlOtKbi/iIDRRgRAotxdbc6IqyhytpmbBjJdZ8I7IRnYGrAHz0pjwJfifB5VQFcJaVZk/F+jGfwbED/EBgBDM1kmJ3NUgQ0U2UfM3YzY2d8wlz6vvwM7C3C2sAHeUwAfwIOEGEV4Js8SgTBV6M/UqUkBNbAG91rFzjAGYyXDa6KlxHtZUYAnhXh4UhUoJAorhh3kyqHl7m2DL+G3gPeVGVE1Nu0gSpNQuAiXKhjrUqux6OBi6OguhA/RNsCzxfovd7AjM9wxcR82B7v8/rQrFKBkmJgAF7a9VUI7B5NwCuaDHcHtg5urLxhnucGvohwe3S9ZoCXCtDLB14yfAxwLPBE9JnsjZei7QvMUuXh6JhV8SMusX4efi0l4QYRPo0C++rYiEi1MAS+Bq7OZukFLDZjHaCxKtuJsF02y9bA1rhAUEWv43pVTo55P1mM96v2i851KW41MR74RISPVZmQzbIID/jXA5pms6wNbCrCpBjX/wMiNBGhYYzAfAiwS4sW1K9faDvvlJSVmzSYSkn5C/Hxxx8zfdIkToo57nuguxlvVPFj+jMwAhiiytCovGVjVaZEvQL3EjXK51hu9TMu0f1QgkxYCXCiCAeb/aEUdnX0KD2+29HYAAAgAElEQVT2JDzAeht4NQqwSoDtVNnbjAFRX9g7eUwAJ+HS583w0pp8JpJLgTaqvGnGh3iPz7bAWar0KcBq/1Q8g/hRCFwN3FhmEqRAzxBoRxTA5Hms8nQD1g+Bp/AJ+OuZDO9msywFNspkaJHN0gX3IqqZ4+RsQzzQ+MaMbQpwjrsAnQuUsdnejFEFyHIBNDXjVRH2LffdnAk8JEKvSCzk1BB4F1i9iu9wQ2ArVR42o0MegaPh5ZUX4Z/DONzz7AbcsDkfHsEzcrcBV5Z7rhnwWaSqd4Iqz4fAqpXsZxFwiAg7At0SvtYXcK+mkRCrRA9c9e/XSBX1nSi4HhFl7p+OhG5+DYElwCYiNFOlRTZLUzxA/jK41P4E/H5XHP237KP830bjgdmDmQznhcAMMxdbEWGzEDggm+UuPIOo0ef0M35dDInxHpV6WD0Z8319YfXVU6PelJQKSIOplJS/ED06duSyxYtjfzHbq7JbCMvJmS/EswbDRXgN+N6MDVXZPgQewFeOnw2BK0V4NkFAcrkqWwKnJph8dVRlNjCmih/zLYHro0fppPZL4IUQuAsPIOabcUvk4bJJzHP4GPfEasWy1fOkzAUOF2EO8JXZH30d40JgOxEuFuH+BD1H4CV9d4vQ2Yy9zZjOilLW4NnDW1XpAPQoYBnYHKCPCMGMi4BNVdktm6UfcACgeQQc66jyWTZbkGBqV9ynrBgXt8iHA4H/FOg9PAMX8eiCBzEfAt1UGRICTUR41IzjYhzr5hA4BzcbTvI6v8LV+r40o5MZ50XHHhQCu+HqlUl6sgJwtSqPmNHfrNKS0AZ4Ke0OIhwUvQ/lA52A9y8W43LkSfgUOAv3G4vjC1VKBxEmAd9F98Ydooef4LJzmgW+gJLN8i7wXCbDnGyWYty6QPB7lQIi8se/y/4tA5gZs0OgPrBBNsvdeFntmlWIrgDcocpWwL4x3qd+uH1AqxhjFgHDSkro0qpVzmNSUv4ppKa9KSl/Eb799lvef+89zo45sX8feCO4H8yHwK0i7KxKPXzS9KkZV5oxD/guBAbgE6YSvAn7+gSB1PvAgBB4OcFEZwyeQRiYQCyiKbBQlXqq/IL3UQyKvJ5aqvIK/rqqYygeCFwIPBHzHMozCS/nqoE37pctgNkA+NiMvmZcp/Fvt0PxFfInRBgODKum/+rZEOgdApNjH2l5DBeNOEGVTYHHRbgcf28/CYFH8X6YfH9AGmazjCuAsS24imRtPEubL0cCP1hhDIvbAD+Z0QUXkDhSBKJelU9DqFR6vzJOAGqpMiDmuEW4fcGOwHoh8KMZ55V5vhnup9YaFw6Jw0LcKPsZMz6uIpAqZS08czMP2FOEn8s9f3NUGjkqYUZ3Nl4e2A7vX4zLMDzTPywHIY71cU+2+/DvzMkhsKYqC4F5Zsw1Y44Zs8z4KQR+DIEfQuD7EJgaAt9ls0zOZjkW2EiV7/D72slUvGhSlh+A3iHQJ8Z9uNTDqm3Me/cwYMdtt2XdddeNNS4l5Z9AGkylpPxF6NW5M+eWlMQqR5kDfzSoNwKOEWEw0CoEpgEzoj6k81hRsvwRQFS5LOZ5FgP/FuFccvNnKcsi3BS4HV6WFZfXgAdC4I2oF+FEPPszHdgiBM6NhDRuEGFaJft4IhrXDTf0zId38ab4A4APKyl3bIgHub3NuCPHwGEaLohxMm5wOiWEnLIFzXFBjssSBG7gmZ0ewGYiHCeChcBE3LfrNryf7oNEe66Y3YFRCc+1ItaIJqP5siZQV4SJCcfPx/tLrhFh18i7rQvQ1oyfzXiJZGa7pZwSAl1yfN8MGIj3Qw4gWgiBCoOEu4A1Vbk8xmfyI7CrCFOAb8zYKsdxtYDxUW/hziJMj/7+HC5bPsKSScAXAUeJsJUIPROMn44HMp3wXs44fAT0MOO1mEHgBOChEHgxZoBzsyo7iMTyAhuFLxTcFOtIXuKXGvWmpFRMGkylpPwFmD17Nv369+fSkurzKob/aLeOsgYzgTOBscAcM0aZ+4ZU5RGzGDeEvDNBZukeEZaK0DX2SLhClZoi3Jtg7Hf4CnAXPENVlvp4Oc9PIfAIMEyEpsABqgzEMyqlK7IX4/0i55EfT+FlONcDT1az7dbACDO6mNG9ioBqKXC7CNsARWZMg1geMAB9zXg3BN7JcfvS6+k0VTYCHlDlqjKT/s3LbLuNGa8UKJME7s01vgB9SaWsBQUJpgDqq/JZjtvOBl7EjZu3EmFd4BxVRptxWgicDDRX5XoKU1t/B57ZGV/Ndt/hRtZninAVnjndsZoxQ0OgbwgMy+E8PgFa4Ip9X4QQW7VSgQ/MaIEL3DyFLw71wfsNk3ChKrNEeCtB6W4RcLQIe4twScyxC/BFmosglj9gwBenWhHvNU8G+oYQu++piyr7QyxhjCXAkJISjk5L/FJSKiTtmUpJ+QvQ+/77OcmM9avYZiHuI9VFhNnAfiHQCG9Gjhuc9BJhLeDMmD/E04DbzHg1QWngMOCZEPg85jjwIOMoEVqacUE12x4HHBcCP+N9L+epUhQCO+Elhm+RTGK5FMPLkHqa8Sz8IaBRHTvgSnyHmVEbzziVZRhwtggZEYaasU/CPq61gLbA+ZEnUWWf02+4kuI9IswxY+8QGAc0rSLAPhO4lfgy0ZWxBx7YzwEKUTy0fgh8W4D9AGyezTJOlX9X8H5Mw7OSb0aCI3MiFcOmIXAVHvTXKTNuCu71sxj3VsuX1XF/qB4iPFrB+S0F7or67PaxePL8DfEA/nS8hHXtSrZ7BX+d55FcIKKUgWYcBfwbV1A8IeF+HhChvxkTEojiAFymyq94tjsul6pSl/giKI/j4jIfxjzedarsZUajGO/9j8DgmHLo4PemFttsw/rrV/ULlZLyzyXNTKWk/MksXLiQRx56iKuWVtyh8RW+2ro+7i1UWirUGV957hLzePOBO8zokWACdJ4qe4hwYMxxc/GJ180sn+nIlYtVWSzCizHG1Ad649mqw3AxDsyYkeD4pSwFTlHlIXzyk2sgVcpeeAbjCrycCbzH5yhVWgPtzJgaAvvkcY7gEtrzqDhjNhZoq8oGuBDCOWb8jJdQls/4lecMYLYZU/M8v1JKPZ1yzQBVx1bAVwUqG9wLV1czXPjkYeDETIb6wDbAbZkMC0Kgq7kh7dQQGIIHyeVLdbcA6qnydkHOzOluxnMh8Gu5vw8HGovQR4RhwNAYgVQpVwMNVTm3gvfS8AWd0j6hbgnOvTwDcTn1lsCHkTBF3N63d4GrI1nxuOXH4Mp/T4fAOwn6tF7FlUeHxwyk5uJ+dD3NYmWKPseFOZ6KeQ9/QIQmqrFLTPuttlqq4peSUgVpMJWS8ifz1BNPsGcIy/UaFOOT7j1U2QmYYMYbeO9MaalQd1V2ijJMcegiwsaqxC3YeAUYacZLMX/ADZ+8N1J16fOYPIMr+CWZ5ICLOLyCZ6RuAdqIcLQqM2PuZy6wjwgf42pkScuQDmFZOdPZeACzJCrp65Bwn+VR4E4zrsQzmgtxT7BtRDgA+DEEPgImh8A15F6iUAOfZA8q0HmCl6MWKpjaDpgc4/pchAez4/Ag5Fk8y3sTMEqEMcGNUHcHeqpSJ5vlGeB3YFI2S3+8vyaXiXCLEHi5gP1h2wENVOkT/f8M4BhVTsR7s6YGN3ROyrAQeN2M/mX+VoyL2nQCXsczSflgQDcRTseNoYcD082oEcnldxchlyLQafjCxo3AwQnO42tc+e9B4veyzcZFRu4kfg/p5apsqcrpMcddpcqhVF3KXZ5SOfTbYgR844GzVXlxyRJaHRN36eh/x0033UTPnss64m644QbuvTdJ8XhKSmFIy/xSUv5ESkpK6NW5M88uWgR4GcZDItwXec+cFAKvA3XKTRB/A56K0RdTyhx8RTuOJwn4ZPwc4KYEq9xPA++Z8V2CTNhEvIyoD8SWPgf4Blcn64yXlO0B/NuMVkATPKt3DtWvKn2Dyxw3xI19871xHoCbfT6HK3edkWeZVEW0A+5SZf9IRGI9VdqGwHXE65coz2Eh0E+ViwokHd48BEYXwNOpCM8ATTNjBO6/U/r4SZWZIsyOSvLmRdmkgJfdrSZCLRFWE6GOGWuGwLqRlP2zwFGwnBx2Es4BLgiBhyCRRH5FXBECd0QBRwczdjLjO2CdAuy7PtDVjHa44e6quGLf9/jizkZ57r8EuECV/mYMB/aM/l4HV60cgper9hHhGTOaV7Kfhbgf1X5mbqMQk4XAESIcbxY7qDHcW24bMy6O+R3+AHgpQcndR8BHkehOHF4gNzn0Inwhr6sqX4fAGiFw0IEHsuGGhbCJLgzt2rXj+OOPp3379oQQ6Nu3L6NHj/6zTyvlH4xY1TeAwv/Cp6T8SZgZkydP5quvvqJOHS/EWbBgwf/k37Vr187pnN5+6y2Gd+1KpyVL6KbKm5H3zM1mHF/FuJ7AfapMijnBu1SE94BPYv7wXyXCK7haVxym4U3Vj+Ar+HFYEI1tiWdV4jIfX73fj4rL3V7E+4o2B54yo0kl+3kXOBo4lvxl1AG+xV9TfRE2MmOGCKPNyBRg36UU471QHcwoxrMIBxRo39PwQHQeKypEJuFJ3NNnSplrKxvt/+cKHj+JMFOEWfBHYDQfnwTWwgPjNUSoLcLq4IERvoq/MZ552Bz3MatP1YH0JiL0zkHqOxcCUBdXUyuEr9Y84DE827o6vmhxaAH2W559gSDCD2bUjyTL8wnGwReDjhHhGzzbXdlCSQmeMXoRuFiEW82WUyE04FgRvgYmJujjNOAUET5LOP6/wLUifG8WS4W1GNhahFZmdI8xzoDdRWhqxuMxxzUT4QQzbq9km++B+0V42IzaIpxuxg3ANquuyk09erDVVhXrNF533XXMnz//j/+fN28eDRtWnN+rX78+Q4cOjXHmlXPwwQfTuXNnZs2axSOPPEL//v2rH5SSkh+Vr4OZWVWPlJS/DSEEW7RokY0YMcKWLFliS5YsKfi/S/e/cOHCah8LFiywRuutZ6uArS1iJ4NNd3vGKh9ZsI1E7MEcti37mA62GtgnMceNB1s9+m+ccVmw3UTscJFY4wwsgB2vas1UY481sBKwg1Rth2rGLwU7IXp9t4jY0nLPPxE9d3eCc6jo8R5YXbBTov8vBttAxO5K8B5V9ngbbHMRa6Bqb4Jtpmq9C7Tv0sdGqvZqnvsoAhsJdhNYBqy5qm0sYrXBBL9W64nYRqrWKJOx5pmM7Ql2FNjZYLeAPQL2Jtg0/HozsLXAJhTode4iYp0K+L61UM3rWgpg74O1VrVaYE1U7TCwBtH7WcjPuPT67Ih/B7Yq0D6/B2ssYs1VbVGOYz4B20LVGojYW2X+fquq1RexXxKey0Nga4nYrARjJ4PVBns5wdi7RWxj1T+u2Vwfw8HqitjimOM+AlsTVri/ZcGGgh0SXU87qdqgMs8/AXbAzjvn9HtW+thhhx0q/P0dMmSIbbXVVtaoUSPr1KlThb/Pl1xyiTVq1MiaN29uY8eOrfL3vG/fvnbppZda69atbdCgQQWZI6SkVAOVPdKeqZSUP4nx48fz87x5dAV+NqMvudXcD8VX4curwVXHTQk8SUple48mvlRxVxGmAi+bxRzpjdJvmUt8J+E6VSYA71czvibQH3gDeEyEpiKMBAy4UYSL8DKvaxKdxfI8hWcOrmaZ+EQN4AUzbjOrVua6On4CTlblKOAkM6aFwIHAeSHQRaSgZQbbJ+j/WUTUtybCHqqsgSs0vqbKKsARIfBfMz7BpZgXAXPNmBECk7NZPs9m+QBv9v8v3l/WDjgQL5ksPZs1RQomj769GaMyhcsZtopKJOMyH+iFC0scKcKSSBXzqxAYBJgqDxZQsh5csKWpCPercjeeEeyS5zHG4gbX25jxaQg5KxtuD3wbAm3MOBovrXsKV84bZsn8qMbhQjDPmrFezLElwIkiHEx8EZrvgVvNeCJmD6gBl4nQ1qxaI+HydFHlAJaV987DhUM2EeF0EdaPfAnHhMARZY7XtXZt2t94Y8yjrUg2m+Wiiy5iyJAhTJw4keeee46JE5d3cRsyZAiTJk1i0qRJ9O7dmwsuqFq39bjjjmPo0KF8/PHHHHro/yInm5KSO2kwlZLyJzHghRc4W4RLifdFvFuVY2OuhEwCnk/gSfI4XtZVnY9SeT7HJwz9LX5J0GjgGjNeMKNezLHggcrDIfB2CDmXoe2Bq7EdZUZLvDzwYbw/Id+26wBcXyYwu6Hc8/sAJwEniVCUYP9ZXOp+S9yMczJwN8uuqavwJvlCmu2eBwwMocoA7VdgEF4iup0qa+NeVq8Dh4bA13iZ3rgQ2DSToRnu27Ul+fV0FdJr6iCSyWRXxqW4Ue38ard0xuCBw4bAvapcZF7WOBB/n8A/514hcKMZvxTgHH/CFSuPAI42Y3oIXAwMj4L+BxIGVAPxkttzon8nmXx0xJUVPwiBtsCOeOlkXH7B++DOhUQlnHeJMEuEfgnGnq/K7iK0jDnuZfyziaveWiqH3hP4GDhdlQbAf1W5xYzZZjwJKwSUwwDWXZeDDjoo5hFXZPTo0TRu3JgtttiCmjVrcsoppzBw4MDlthk4cCBt2rRBRNh999359ddfmTmzcpmgmjVrcsABB9C6dWsyBVzwSElJQhpMpaT8CZgZA/r2pXVxcaxxX+Orh3F/UK9TZW8RGsUYMxdfue0RMyBaCpwgwqkQW01sLt6fdDE+kY3LWHyy9ihU2gNVGYr3op0gwmTcaDeJjHtZFgPHq/IoVQdmjwGLROgQc6I6Cmguwp246uEHtqJXWQ2gpRn3FFBJ7ig8O/pFmb/NxJvcL1ClsQjr4xPHcWb8OwRmADND4EMzOrC8atpm2SzjCpRZ2diMyQXa1xHAj2YsLsjevEdrfVWGV7HNAjzztnVkQTAnBEbjhrtXUPGP9nHA5qrclMdnXAL0jILy782YhPuJle5xNzwIujaafOeK4VnqUsW+uxKfoTMKDyrOBJaK0BzYW5X+kNNihAGnqrKRaqx+pVLGAp3MGJhAiOZV4EMzBsRc1MoCV4jQ3uL7Zz0gwpq4yEZL4JcQGItnNc+l8klg5ygrJQX4Ls2YMYNNNlnWGdegQQNmzJgRe5uyhBAYOXIk7dq1y/v8UlLyJQ2mUlL+BL744guWzp/PLjHHJZFD/wwYmiArdbkqjRPI9l6nSokIvWOOC0BrVTaLyoriMgtfZb4Az/Qk4UERXjHjU2CuCHuJMC/hvmbhzeJf4MIdzarYVoHXQuBeM0blsO+5wFmqtAT2N2OGWZVS991xX5q4cvCVocDmItwGnJHJsLEIWwDXZjJMD4HroyzJ9BAYgQfl9avY3x7A6AIFQFtTOK+pOkBdESYUZG/ObiHwUgXn9xlwThk/uTPMmAcMIbcS22dD4LEQ+CbBOb2Py+bfLcJz+IS/ItntA/HM74WQk+dbCf6aOuIiKGcmOLey9BLhTHzx4VFglBk/AjuEwKWqrAdcrcrkKvbRWYSxZrydIOO4GF9sOQti37sX4lYIN1h8RdRnomPnUnBnePauF3CIKl2jKoaTzP3kBlO9n9wYYNKqq3LiiSfGPNNKzqmC357yQVou25QyceJEGjduTMuWLdlyyy0r3CYl5f+TVBo9JeVP4OV+/TihuDiWRPJ8ksmhX63KoSHE8iRJKtv7NvDfaOUz7nT2ThEmWDIJ9SJ85bUZ0CXBeIARuOnny3hWa0II7CXCziK8Z8bGMfY1Hs+sNQM+ybE3Yju8fO4kEb4yq7BEMeATySuBxnhmqGEF25VnU6CJKg9GpVr5MAa4R5UvQ2AKcHg2y7141q1GQnnzI4HuBSqn2x54pYCleeuJ8JlZ7MlzZVwCHBUCAc/ivoB7LX1nxq5mvAPsnOD8m+GKjZeqMjTH8bPwRZNXQuBsM+7JoXz4KDyQaYPLyh9RyXa/Aa1UmWzGeEtmpFuK4Ys0D4XAYFxhsJS18MChV2SafKsZ9wPbq3JZCBzLsrLRd4HbzD374qjvlXJl1N/XK8F3qIMqdYGrY362RXjP5o1VfDY/AG8Cg1V5PQRKgE1VWRgCm0LsALvzaqtx0RVXsMoqq8QcWTENGjRg+vRlYu4//PADG220UextStlmm22YMmVKQc4tJaUQpJmplJQ/gQHPPcdJMUv8+gAbqbJzjDEf4p4kj8UYU4yLTrTF/Wp+x3sM5uD1998DU/Af6In4ivrY6FgnA5cTv8RuBF46M6iSIKIqDDhPlbkivJ4wUPgGlz6/g2XlhQp8ZEZTYCdyn5AMwT1zTgRGxOxt6wbUEuGqSjIXO4lwvQgPAmNDiGUweksI3GculR6Xpbj09naR6e+vIfBu9PeHgBPIb2VuJ3zSOCuPfZSyBzDDrGCCG41CYGwBSyT3wK+tk0VYF7hZlWPMmAO8aRbr+12eZ4APQ+CtarYrAe4VoTEw1YxvgB7kPiE4GS+JbQ0VHut7/Fr9FTdRzieQKsb7xh4zYyTLB1LlORyXWv8JD0gvV2Vd4EoRPsDLIa/HP4O4DMcXs4YnCHS/AB4Igf4Jxv4XWEWEi8v87RdgAH7f20SErYDbVakRAv3wfsWXQ2AWHqzHYQowQoS2Z58d+1wrY5dddmHSpEl89913FBUV0bdvX1q1Wj6X3qpVK5588knMjJEjR1K3bt2/lLdVSkpVpJmplJT/Z7788ksWzJvHbjHGBKCLCDfH+DE2fNX5xBAqLQtcCnyFZ1I+FWG0KhOyWYrMuA94EMjg5gpa7iEiy/1/sRlFeE/EI8DWmQwtQqCZGVvj5Vf1WdGo4Uc88LgFEk0k7xPhZTO+SNBPAK5s1RKfaF1WwfODzPg/9s47yopqedtP1UEQFEzoVVHUi5hzznrNoqKo1xwwh+tVFHO+RhQVUFGCCQWMKCgqIGKOKEEliSACRhREJdO7vj+qB8fxnJnuPgfXt9avn7VmoTO9u/ec06dn166q922L94wMxRf+pegiwtVm3IVnmbIwKAS2xAOUffAd/itVeTQEjjRjONke3G2A/6jyfAgcnXDMNNx75gEzGqtySghczx87/WuoMiSE1B5iNVFgFVVGh8D+ZZ6rBf55+QVYqcxzgQuEPFnG+Lm4qMqbwBBVPgmBZYA3zBgE7FbBLNqKeCnZ2SKMs+LeZe8Cp4nwW2yG2zrjBsQZeH9XazzQqApQPsZVK3c347kyJYPn4NmtL4AxKVT3mgD3APeEwGA8gOqKP3tGFQp0jiK2w7OYSTJUM4HjgetI30dpwKkiHGzGFinHzgWuBe42N6IeLMJAPED9hyqbh0AHPLitV+M+Ol+VPc3YKuX7e3f9+rQ9/XQaN26ccralqVevHvfddx8HHHAAURRx2mmnsemmm9KtWzcAzjnnHFq1asXLL7/M+uuvT6NGjXjkkUcqdv2cnKVNHkzl5PzNPP/MMxwRRakWGVVy6GemGDMUmBCXDRm+MP4MV9obXigwIgS+MaOJCKuosk4UsXsUuRIfXkpWK9X+SP+El5sNAzbHZZXfiiJGAkMLBX42Y1bcsN1Clc1F2DKK2Ai4UYRtcQW/tLwBXGHGS0DxgpDaWQQcGqul9aplUfsocDmwF/ACfzXAXYwHKk+b/aUMKS3/BK4AjsNV+drjv9sI0mf8anJcCNyhytG1/K6GZxvuUmVYCGwiwhNmtCoyZqe4/+eYCgQEq5vxKZQdTCmxPLpZRYKpQ4EbYuXCJGW5M/GA5Q0RhogwIQRWFmFdYJ8QeBT/LG+Pl2pWmjtx1chHcen4Kn7EN1cGhMBpZnSugDdKOzxzfQAeLE4BTsJLGW8r89wzgH1EWAxMSKHMWZPt8U2jjYCrgEFRRC9VOgAzQ2BNEXZUZbcoYls8wKp+LcP7E9cjfYkeuBLqV3hfWl3MxZ/TU+Ovwfi9cjawkggbmHEmbmTcpJa5vIZnKKemnOtPQB8RPr7wwpQj66ZVq1a0avXnotBzzjlnyX+LCF27dq34dXNy/g7yYCon52+m/xNP0H1hOhHs21U5PIUvyTe4DPMKZuysyoR47CqqrG7GllHEbXhZzIpmEPe6vAp0E+GilIHNnSK0EGHH+A/8AfEXsOTcAW+MHhYCHwJPi/C1GfPMWE+ErrhwRNLd56/w0rwb8CAnLYarzU0DvkywSLod+AfeM9Ibz/SAZ44OU+ULM0ab0TzDXGpyMV52dSG+OD6rQtmLm4DVYo+imrvkv+FeWHeI8CsuXz4JWLOWa5+P+0MFyq8Z39xiT6eMfVfVaaLKV1HENmWfyZv1FbcIWLfIz6fhC+VhqrwWi4GspkrLEDjVjJOBpkU+TxupchfQsYKZKeK53m7GRXgZXiM8w3wlsGlc0pdl46EU1+L9nLvH/98NOLHMc36Fb0isB7yR0o+pOjOA3URYCS9DVvw1IX7N5wAvmvFKFPGgKjebMcuMtUTYSZVdo4g5wOsh8C4u/NIQWJZk9/vP+Gf4vjhr/h1/BEpTgUmqTBJhSgh8a8Z8YHkRGougZkw343i8/Lh5wmfyYjwzeY6l99/qWihw2GGH5eV1OTkpyYOpnJy/kQkTJjBrxoxUNfvjcTn0AXUc9x1uQPuIKmNDoD5eJrZbbMS4MSxZRJSigyqHply8zMIbsgfX8cde8Sb5TfGd69lx4NEdV7u7R5X2IbCDKqeHQBsoqXr1O7C/CPuacWmKuVanswjPxc3xSaXfL8YDqhPxYGc/fPe8MV56k9SEtDZ+wn+35YE5Zpn6O0rRCFcY7CzCw/G9MB7oospjIbC6KheEQDuSLRZ3w/s5hpulKlstxt54BqgSrBRCxbym4I8SxHXw1+tt4NVCgTejiN+BNQoFNosirsc3BBol+D3ujUsar4ZMprO1cQquCHiWuQnybBF6h8BhZYqPFOMD4AUR6sXBwFciRCVKDJMwEu9b3Bd4qoz5fg/sKkIzvKSy2P28HHBs/FX1bPwVeMGMQVFERxFmmhHwMsbF1b4KeLlrfaAB0NSGvSUAACAASURBVECEhkDDav9+H0UsxI26T42PXV6ExqqsFALNQmALvIRwW2ATQM1YaMZWIhxDeo+/7rjNQoeUr9084P5lluGVyy9PecWcnJw8mMrJ+Rvp369f6hK/Tqpsa+YZpBr8gEsUP6LK5yGwblzCtYkIP5jxfIrrTMTFKtIaUd4twroiqXs/bhehmQjHx+NuCIEfgVtC4IZCgbOjiH1VOTUOBqsClYD7xNQHns642HoFV8caDKmb40/Ae7+OwrNb+5ubE1dCouBL4F8iNAc+MuNYvPfhzQpmL+42Yycz9gO6qjIyBLaNezJ2zHCdDYCBIuxY5kL9YOD0uO+uHNNegHXM+EK1zs2DYhjebzUNV0mbjnvatMODaMWFYLaPIh4FDgQ0QzZtV1xx7V4zrq1gkLMQN3iVEHgBD1IHVOj+rM5sXCm0T1w22AUXojlMhP7As2ap+4tew7PNZ+FiLFn5Btgl9sx61SyVamoT/H3eGtjFjHbAjTWOCXjQNQt/HX7BN4dmA7+beUCGZzPb41m2bcFNyKtVApTihrin7fGU98UsvJSxZ4Zs3iPAdjvswEYbbZRyZE5OTh5M5eT8jTzfuzf3pSjxmw30riGHPgN4Dg+gRsUB1JEh8CqwYggsBFaJ+4jS0FmVrc1YOcUf8NlAJzMGpPyj/x3Qxewv6nur4SphXaKIr/AA60JVTgqBw1RpGwLviPChGV9mXCCOwUt97iS9qXAVW+IL/t9xiehKLFTfx8suDzGjd/y9x4A1Y6GCAytwDfDSpmVwr6DjYqnpJmUs5o8xo7sIN5U5r5XxXfvxGRr1a7IJ8FYRjxrDe5qqB0pTgUmFAlPiEr0Z8WuxvAjLi9BEhAZRxHRcWnsHyBSkFeP2EDgJX3Bn7QmqYjruk3a/GQ1VOTbuM+qK9zL9s8zzV2HAM8A5+EbE5/whyrA9MDUEjsTLSO/HA5MkwcyTeI/XrXhpXFam4lmkrXDxmCxMwUuHj+evgRT4531FSmcU38ZLavvj2es0fADcY8Y7GZ5v16qyDtTaE1mMCLi7USO6XXttyivm5ORAHkzl5PxtTJw4kRk//siuKcZUyaGvGwI9gUdjNbDmcQD1MrByjT+cg4HlVdkjxR/UX4FHgxuspqGLCGuJsE/KP97XqrKZGbvUsthZD+gFEAIjgJtC4ARgnhntyeYTMwMvHzoBN/fNwnzgQBG2Ak4240RccGDLjOcDD45Pwv1krq/2/UbAf8w4T4QvMqoVVvEbnknoHQLb4VLv91F+IHgWLgLyPaTyMivGqqp8GkWZginDe1Sm4cIin0cRVwCTCwW+qhYoFYgDJVWaAE2jiHWjiDa4Oe5WxNlKsyUiKwFYVYTfKlwm1xovIewZQqYAIuCiL3ep8kYIbCxCLzNaV/s8TgT2FmFUhh6amnwFnK7KSDNuNePcIp/7esAAXJL7bBH6ifBICLWKgdwtwvVmPIarWJYzv53jr+czvlc/ALuLsKcZD2QYPw33XLuK9IHUHDzjfS5+H6ZhPPBICHyUchx40LfKOuuw886VLCrOyfm/Qx5M5eT8TfTv1482ISTuJZgHdAQWh8BawNqxCMUAoGktwcuDhQJ7pyw7ehSXuU5T5vUbcKdZ6r6GL4C+ITA6xZht8H6wTUX4hxkPiPAc0M0scXZpAXBQ7K3TLeNCy4BTVPkdGBGX0ozEFeg+xfup0nK3CNeZ0QMP8mpyE/CICD3NMgeAA/GejdVwv6r1cDPaIWZlZ7waAWup8koInFrmudaNIkaIcGKN96cqozQdX6xWKZ5NqhEo1QOWE2E5YK4ZrwObRxFH44HS1sQBX4JSq+oocIAZd6qm3jioi+tD4BJ8AZ20vHEW/pm9W4S5wIFxj9jqReb2FLCdCIeI8Hosy56WRbjIzM1m7GHGNLM6NzOOBvY1Y//YB+kpvOSwOgG4JPaQqi6vnoWJeOnk3mSXsp8N7BU/I57NMH4ucIAIuwBXZ3jGtFNlebKJkpwX35ubphxnwO3LLcdF116LFMnm5uTk1E0eTOXk/E3079OHTgsW1HncfLyJ+H94+cWp+C7nagn+wM4GBkcRY1LMK+AKblel/AN+nwiri3BQynGXqrKHGS1TLjZ64YvIsUAw40K8LO5fqnQJodb+DANOVeVnYGIZi+HbRHjNjPHVSnA6A6NFOAg3+W2Q8FwR8F9Vnoh7t0plLBW4KwTOxYOtUqIcxfgBVywcFgLXApdU+90PjoODAysQHOwVAv3i/rasBNwj6kUzluWPjNL0OFBS/sgorWBG0xBYL4r4Ny7Hvy2xEmR8X22jyv5m3FShbNLdwHqx3HQlFBurOAW4Ku49qisYHYGX4z4bAmurclUInE3d2cX3QmB9VU5XpVcIqXqI3gdOFmGeCC+ZsVeK13NlXDznFjwLd6YqHUKgAd7bdaIqb5gx3IyWKeZUk3G4muDBxNnsDMzDhV+WFeG1jL12p6iyCHghw/hXgCdDSPXsrj72EzO+yTD2bWBW48YccsghGUbn5ORAZUr9c3Jy6mDy5Ml8++23S+SDizEfuBdohotObAlsIkJnksuF98PLAlukmNvg+Nrn1HVgNeYAHcxS76AOB14LIXVj9e/AJbjks+K7QF3xsp55ZmwGtFfl1xLjO4gw2IwPQ8i8gzQAuNWMQWY0rfGzV834RYS2qiT5zebi/lbPA6PM6iz9PA5/X2/SZI9sAx4GWgI/mjEZf/2qcxe+yK6E6t0FuOT9ohRjDA+M7wNaFQqsgPsjfYP7hzWKItqEQA8zvsbv0Z/MmBJFjA6B13Bz6MvwoLrmZ+SqEHjAjPKF1p3VgU1VuX8p7N5fFALXixSd63y8d25zEfYEfgyB4bj30rkk+yNeH/gwBF4y4/aE85+Fl/TtB7QyY2oImSwIwBULPwGeB7YQ4UNgP1U+BMaWGUh9hm9EHEn2QGoxcLgqM0UYnlGKvaMIw8x4P8P4n/HeshtIH6gvAs4V4cIE2cJi3N6oERdceSWFQlb9xZycnDyYysn5G3i+Xz/aWHG54AV4YLAWcKcqnYApIfCTKkelDDp6xL1UaeigSpuUzc7dRGiqymEpxhhwgSqHA6ummiHcKsJqqrSt8f2meCDzDm5s3Bz3uVlc7Zj+wC1xEJQ0KK3Jp3hWqCuwXZGf1wM+CIEhZtxRx2L1R2BnESbjWbJ1Es7hsRDoGgJT6jhuErC7KpeJ0B1414xVihzXFF+g31eB4GALoLEI79ZyjOElnt2BwwsFVsLLurrFhtGv46poa6hyMh4MXoFnG7K43hwFFEQYlGFsKW6KA7S688vpuBgPmvpX+95k4GJVVgWuUeVwM37G7/O0pVzgr+EgM24x47lajjO8TK4FHgCNwUVhyl0sbAhMDoH1zNgdGB0Cg0L4y8ZEGkbiGamT8PsqCwE4WZUxZozMuNkyGPifGQOLbLTURZUpcAvVuo3Si9BVhMUi3JBizETgZhFaivDOwoUcf0KxAuOcnJyk5MFUTs7fQP/evTm6RonfQtxMcy3clLcj8HUInAxLytHOSnGNafgC5eoUY6o8rDqmGDMPuNmM21IGbUOAcWY8mGqU98Z0MaNXLdfbGhgTAg8AN6qyoQhDgFH4jm9XXGksCz/ijeSn4SVZpVgNeDkuKxtY4pgv4rmuBIwNIdVO8nZ4EHZxiezUYjwDtwWwSghMN+O4Os55qxk9zJiXYh6l2NiMF2oEZl/hQdHRqjTFS/E6q7JyFDEQL0v9PH7fqoLU00KgS4WyPweZ+5dVioNwQ+C09gF1obgs/DUiDMRLVzcD3jOjP66QdxPlS8Zvj282nIxniWsyCdhLlfNE6ACMShHs18Vi4BYR3sYNvTfCeyEPUeX9DOf7CNgTF0DpknFOhvcpDTVjRMbMzpe4t9jtZOv56gu8ZcaQDKWBPwHXmXF/gmzYl7hS4gaxeE4/EX4U4bbOnWnYsBIOeTk5/3fJg6mcnKXMlClTmDZ9OnvE/78Q6IEHUbeqchu+WKreL/EqvkPfOMV1+oqwvmoqxa5OqmwnkmpMD2AFVY5OMSYAF4hwZtwPk4b2qmwvksgU9jhgeggcbca/gR1xeePagqDaqBKt2FiEexIcvyO+sDsOl4yuzjv4YnZ/SpuI1sUT8aLrgxrfH4Fnme4V4SW8JDHJ67wPsJIqT2WYS01OwSWzHwdOLBT4By76cHuhQP0QeAoPnsaFwMOUlqW/FPjG3Gy2XDoAb4XAtxU4VxUnhVBn9jEN3wO9gUkifG3GycD6ITAd+MCMfSp2JecEvCzzQHyjAvyZdEsciDeOA/E0Gzl1MQ7YWoRuIgwFXsQlwL8CGoTAgcCWIjzLn7PKpXgXv3fbAXeUMa+bVXncjA8zZq1/w/usDgbOzzB+Gi48cn9GpcWrVFlfldYlfj4Z/wxsJMKWwNOqnGfGLLx/cv311+fkU7I+HXNycqrIg6mcnKXM8/36cTi+C/ogXop2oyo3A9NC4IwiYwakVNYDD3LOTDHmF9zDqlOKUsL5uO/KzSnn9iSuxnZ7qlHwIfBKCDyZYo4K3AYcJ0IDPLAYkfK68IdoxSwRhqa4/ul42dF+uBQ7eJBxIHA5LnefldWAY/EeCcN7ry5SZXdgdzOmZehrOS0ODrLKNBgeKD4pwkwzrhJhURTxIL7YnBBF9MYl6ZP292wnQrcKZJRWB1qq8lAFg58bgClmfJJx/BxcMOBCVVqIsC5wfaGAxqIqC/EgYeVKTLYEt+LlcfuIMBjYOA50BuHKj+V6XlUR4ebc2wFbxPdn9ezN6nif5wzc/Pp8VdbCRV1+K3HON/DP0pUU94BKyv0idAyB1y29uTD4BtHRqiwvQp+M449TZWeROjPIxfgc6BMCT9V4Fk/BA8xNRNgMeEKVM82YiWca2+H32OUNG9LxgQfQCmZuc3L+r5J/inJyljL9H3+cBfPn0xy4XpXr8exJqZ3fgAcQaQQhPgVmmHFeijEPA81U2SblmOVVOTHFmIW4KenVKbMxBpwjwrGk9y8aD77jjJf57U765vQ7YtGKDzL0UdwPtBDhYBFuE+FU4CFclbFcuuE72lcA6wMv4SVPPcj2QL8KzwSl9adZjMtdbx7vzK9gxjbAv0R4Cjg043zAyw/7hFCR8sNLQ+A+MyolaF4fFzzolHARGuEldbcAO6iyMi7s8HkIXGnGL8CkKOJJfBPgWDwbOrtC8y3FZbg4SRtgTzO+DqFWgZy0fAFsL0JnEV4G+lD6fqiP20B8HwI3A/epsgbQXoRp1Y4bChyCB7TlfJaeBi6LSyjT+jlVcb0II8x4L6NgRZfYOy6t4TnEz0ZVDsJFZr7GTcg3E2EToLcqp8YB1OgQaA9/UhntUK8eu+2zDzvttFOGmefk5NQkD6ZycpYiEyZM4OOJE3lVlauBb2IFrtr4FBCRVBmGXiJsIZJ40R/hi5fLUmSYFuKGstelzEp1A5ZRpV2qUb5QnxaPT8t/VNkH2BhXreuDlxmeF0sX18VA4CYzXi5DtOINM742NzcdBhyT8Tw1KQC7mHEfngX7IoO3THXqA3sAdycMDmbjnkNr4v0mh5oxA1+gPgg8EwI/ljEfgJ2AlVUzef3U5EQgxOVlleJuoF8I/Fzi51/hwe0hqqyAmzw/r8pBsXrit7Ea4Rn8tRzzQWAlEY5LqAyZhgg3iN46Xojvjfex9QfeqtA1AtBJhK2Bf8bZqD1TjD8D+DIEXgHeij2qjlLlAeBwvGwti1BDFYNxu4lH+KvvVVKeBzqb8WrGPqtxwDVmPJGh7Bm8TPLTENgGV0fcGOilyolm/BT/7FKKl/pOAbotsww33X13hivn5OQUI/eZyslZinz++efs0agRb86dm3jMK8A/RZb45dRFBDxqlqp87GUgEuG0FLuivYAGqpye0tj3OqBHygBsHnAh3lyd9iE1CPi4hufK4cCnZuwuwnARBpqVNNj9HO956gKJ+rRKMRCXdAf4rozzVCfgAcw7cY/F8pD4PqmNzsBmcRBUKnicggdcD4VAMxE6mnFKjfd1Q7ys7j4zbixzXseEwD2qnFSmD5bg5rH3qrJ/hQx3NwbWVeUhMy6Le1CGAa+o8nIIzMZNtncPgTeA7cxSvU9vh0ALETqIcGUF3t+5ePBwK7BIhJPivruqbMVtuGriNSJcnrGfD7xH51gRvsbLa/ctY867A8ND4Gtg9xAYgmdDhxYK1Isi9sLvtzQFnB/gEuodcdGILHyOC3h0xVUs07IIOEqEw1P0wy3Gs+0jgI9U6R0C84G+qhwXAhcBjRLe25c0bMh/2rWjWbNmGWafk5NTjDyYyslZioz+5BP2npeuWOk5VVqnWPS9CagIrVMsujrEEupJF02LgGuB61MuRu+IjX2PTjnuLhGWE+GClOMW4aWBFxTZMV4Hl2beT4RN8fK4msHSDLzX6WQ865OV8Xjf1L3xnE7Gd6PXLOOci4G2qgwx4xMzJuDy36eRXmq+Ji2Af6rS04yra9xHH+JCKa+GwBZmDAV2ruV9uTUETsTLsLLsuldxPXB/CHwBbFDGecB79TYMgR+gZBCdlAhXRts1BG4FHhNhohmrq7JlCNwDHAFoGYFbE1wZci9gB8gsQvEDXk52nxlNVbk6BM4pEixdiWdpDgXeUOXJEFgpxXUCrkx6ObBPbFVQrvIgeJ/lmarMi7PEBjwaRdyjymXx82uPQoGD4uBqI0oHV2NwFcFLIVU5dM35HICLeJyc8Rw3iPCrSEmvvYW4/9oI4ANV3jfjCzMaxfYQ30URjYHpwPIp77E3gOHLLUf39uXk9nJycmqSl/nl5CxFRr37LtumCHJ+xUs06ioFrM7DhQK7pLjGGLwROY0ceh+goJpqXj8Ad5vRM+Uf/O+B2zKMA3hAhEUi/K/Ez+sBr5txNr54rO5NsxBoJcL6InRNfeU/+BUv62qDBzpn44IKR6tm7tuZD7RW5XUzPo8b5g8ENlLlmgo1kF8VAl3MWIwHDP3wcrD9gEIIfImry9Ul/3wILh/et8z5LI+XMPWogHhEc2A9VR5NcS7D78VX8bK+4woFNhShIR6EDysUWAg0jsscvw6BF/AAtxLvyPa4wMKR/KG6l5RxwCmqrAu8LMIz+EbCebXMbUdgcuxltQnJRVumAnuocoMIT+MZqUoEUh/gGcDZwFdm7IZnqx7CbQV+xbO//4gi7isU2AlYETi0UKAr/pyreipOwWXUT8SD9CxUGfuuJZKp9Bh8Y6KLGQPjQHA+8DFeEnqaKhuLsDwuDNJRlR9D4CwzJgGzzOgQua3zR5C6vDACLmzUiFs7dcql0HNyKkweTOXkLCXMjFHjxrFtijHDgNVUE/fpzAOej6JUho13q7Jj/Ec7CYuBq0W4NGVwc4MqG8dKc2m4TJXNRVLvxv+M9yF0TZBxuwV4FrhchNNUWYCLAswQ4fUyyqqqFLoai/BYte+/ZMZEMzpmCAx+A/ZRZQIwvkYP1xMh8HgIjMs84z84Ae/VOxuX7T9PlX3i0r/nSJdVOy8EbilDIbCK68x40CxRn1tdtAuBe6HonObgC9SHgPNV2THudVoPzwb2UWWZKOJSM6bgSpiTo4hPgM/gL1L1laI9sFssZDK/jmMNzzzso8p2wHQzRuAbJwckvN7yuO/csXjg0p3ir1fV9R7EDYQbmzHNjFYJr1MbBnSMP/9nAB/W4se2G9ATGBNFzMZLfJtFEQ+osiuwAtAq/u9V8czbCDyrk9Z4+RJVJgFvpnw+GP6cnoYH2hsAHQsFWorQBN946aLKbyHQzozpwM9mjAuB/sB/8c/jN0BboBOQpUCvB7DChhtyeJs2GUbn5OTURl7ml5OzlJg+fTrLhMAaKca8qMo2KYKWF/FG/a0TjpmFL8CTLP7mxcc/h5eqpfFRmQT0CiG1fPQovLF/bMpxAFer0gI4POFrcRAwxozdRFgPmGfGuAw9WtW5VYSPzJhUY8G1LPCcGfvjJVvbFRtchJ+BveIAbFwIf9nxb4mXJV4Ql+GVw7vAIjOexkU7zirjfJfhfSlD4/ll5SCgoSoDQ6DcJeAZuAJiH/z9GA0MLxT4NARmmLGiCKuKsF4ItMbL1rai9nK9jYGbcXGRcaRXnUzCC2asHxvpPlxkLovwjYEbRfgeODQEpgErl7Ep0Al/304Q4U0RHgzhT3Lp3wAnivAZ8JgZbSrQ1wVeRnesKiPNGExpL7JS7Bx/Eb9OjwBnVJUsFgqcbcZcM+abMRfPoK0Uv++ri7AGsGYUsTreO7gaHoR9ADwUAo/gn5PZeEA9O/76WZWfRJiFZ5BmA7ND4Hf8OSrAMviCa0VVoijiKuAw4vepjtcvAv6tyg5mnJ7htZ4F3LDssvTv2hWpoE1ATk6OkwdTOTlLiVGjRrF1veQfMQNeDIEHU1yjpyqtEi565+K9I03wHezngR/jRcAMYKYZs8z41Yzf4/ksi6evF8SqU01wM+F1RPinGeuGwFrA2vju6Zr4ouEyVXY1Y+MUf/gNz4YcGgLrJB7ljAEeDyG1n1Qz4I0QaAGsapaqmb0mg4AOZryBv0412RVf0LcRYVwCFbBvgN1FWB14p5Zs2+PA2iEwlGwN/wvwQLRbXAb2kAirlrk4VqC1Gbeqsl+ZQV7rELhXlTYpzzMDV8b8DA+aRoTAr2acCzQtFFgritgmijgPf90apRSJqKIdMECEf4vwZkaZ7NpQ/P3fRIRdYIkv3a9ATxFuN6OeKmeEwHVU7o96K2CCGXuIsKUIL5nREr/fzsfLEKeaVcyT6gM8uFgXL+vLopJXnYG4OfGFeJkmcYlcFQHPFo2PNz+m4J+5D4FfVPldhLlm/BbCEiPh/4hQP/5qCCxrxnIhsFIcsG2OB1+rgwdm+LPxFlUeiXufVszwebhDhMlmTM34ubyhfn0OPeIIttxyy0zjc3JyaicPpnJylhIjhw9n2zlzEh//Bb6LeUjC42fgql+Plfj5LHwX9Q0RhogwIQQa4IacvVRZLgRWDoGmuF/RGnhwsTZe3rRyfI3meIZE8YXp6LisbDLwoQizVfnNjN9DYC7QGFgQAufjylebkkxx60VgXCwjnoaqIOyAENgw5ViAy1XZ2YwGuCT3B7Uo/ZViMnA0LttcW9apC/CqCOeK8Hgti6ov8V35bfESwdpoApwJnBcHaYUU8x4F/FuExfgiclOgiRntRDi0zCxdJ6BZfK9sXMZ5bsGDxWn4vVmT+XhW6FNglAgfijA2VjtbJS6Z3SSKuAgPmnYSoV0IXFjGnGryihnrAreJ/EXAoxKsCfQ24xh8of66CN3NWLOEqmKlWA3vTzoJ2AbYSoSxQE8zjqnQ72m41P4NZrQDbinzdzGgswjXmtGF0kIyiovSFN24iecwEPf96kwcxGYIuB8EHgiBD/GerrR8DNwcC79k6UUbC/RdZhk+vvXWDKNzcnKSkAdTOTlLiVHvvcc5KRYGg3C55aQqYE8D66iyRnz8d8DbwDBVhsY9DKup0jIE2prRGl8sf0tyFaiXgLVUlxy/IzUU8Mz+tOM7HxdceB14TZXuIbAs0EaVI2K/mWIKbwvxXd/2lt535WVgtBnfphwH3j/xYghMxBes+4qwkwjvmyUu2ZqD9z0cYJaoFHJoCGwMPENxeebRuDhGKyip+FWTO4DeuHz9aQmOX4wv/DuYcYIZ3aopvF0F3C/CI2acmejqxVkR2FGEjiXK05LSFBfaeNCMU834FA+cPioUGB0C35qxggirqLJeFLG/GZ3wzEmxz1JfMw4H9qe8IK86ywIDzNgb+BewS4XOW8UMXAxjeVyQYh0zBgG7LaUgqjrf40bdi0NgZNyzJ3hmp9wsXLllfTVZjHvMPV31+pRxrheA43FFzlMznmMonhl7lmz32u9AG+AsqFP4pRgGtGvUiEuvvppVVy1X8zMnJ6cUuQBFTs5SYvSYMWyT4vh+salnUrqL0DwETiwUWFOEfwJXFApMD4Erzb1vpoXAMOBiPEv0D9VU5TNPxyIESWkAvCbCzcCIEPgFb2KfGgJtVVkJOLBQ4GF8kVZFVxEQ4ZoUcwMPws4V4aIM5UZVGa3D+UNcYagZ6wM7x/0nSc5xiioqwlMJr7smcA++Y15Tpe1dvPH/ZLycKimKKyBewh/eVqX4AthWhAdEGIY3plf/Q6C4vPkVeGloOdxjxpMh8FPG8dPi+S0y963aHLigUPAgP4q4K77PfzJjQhQxCLgBD/hL/XHbFy8nO0qkIsIWVeyIl/y1wbPC5fIdcD+wsypr43YGx+PB8rdUzrusFD/ivXjr45sVI3ExlLb4xkcLEZ7E+3myUEytrxx+BQ5QZaAZo8s83/O419z9ZA+kxuD3wq14718WzlOlsSqdMo5/CZi60kqcfV5WMficnJwk5MFUTs5S4LvvvmPxwoVFy5KKMQ/4KC6Nq42FwJP4YniSGV+rsjiK6GrGb7jC2EB8oV4zuBiiyqYpAqP5eD9RGkeS0cCvZpwY/7/iC4pXgO9CYBSwbhRxW6HAusCmIlyHq7Z1zbDLfp8IJpJJ7ngg3hPyUI3vvxoHVDslCKjuitX/3kvZK3MKrtJ2pMiSxegg3MPmcsi0eDoVWFWVDiUazANwjwhbAxuaMTWEkqbEbfFG+c5lNqtvhvtX3Z/wPIvwfr72IvxThA1x9ck9zGgBHKPKlCjifXyhexTpJaLBA9VfRfhfhZvxb8HNek9SzaRkOA0vBd1WlX8C96iyRwhMB74MgU64MMaDeFB1jUhmuf1S/Axcqsp6eHD/Hl76ujH+eb4e+CEWQrggDqr6kjyoSqPWl5Sp+DPxJ2CSGc3LONezuIR6D7J7Sf2AC82cCJnLSZ/Fs51DM2YfFwIXNWrE7V27sswyy2ScRU5OThLyYConZykwatQotq5fP7GgwVu4Kl+pRcB04CoR/gG0V6WpGauI8EUIPIkHLHXV7A4y4+iE8wFf1K6kmsow9UkRNhUp+WDZEOgGTIwiZgKnm9ELX+j3VGV0b++FCwAAIABJREFUimv9BFxvxgMZFhuLgPNFaFeirDBJQPV6fP0BZqycegau0vaNCDer8hQeGNwJXJ3hXFU8GgKdzOWVqzMV2F2Vm3F1xqep+365PwRuM2NmGfMBuCmeUykp6m9xSfJWhQIrAMeI8Im5efAvwPgQuB+3DXgqBF4rcz7gf/hejOf1YQXOV51hIfC+WeIAcgr+vm8hwgZAd1UODm4wPD4EbsdLHatzLB7k9AAOUyV5Z2ZpZuPB2TrAYOA14JMQ2KrIsQpcA3xvxtlmXCTCeiL0hiViDcWYiWeP7gCG4MFnuQwHtgY2M2NkXFaclafwjY6HcauALMwFNwYX4YGM55iGB8udzTIbfXdRpeV227HffuXoaebk5CQhD6ZycpYCoz75hG1SiE8MVGWzGkGB4QuaVqq0BAaL0Av4JgR2AtZO0Qj9I/CtGcclHgHPqbJVikDF8L6dcxLOqxFefriMCFfixrC7AgepJlLlu1KVDVUTC3ZUpzuwWIRrazlmaLWAqmZJ1VTgCHyXPms5UT1gQAjcEQKnA48C52Q8VxU7A9uIcFls5Gu4PHSVF9BUs8SeQwfgWaWbyjQFbgMsFweM4Ivtt3GPr5YitABuV2WtKOIjPOvxBp5drd5w3xzP2p2Al5uVy1bAuXi5XyWCkSqa4H1Zl8X9XcWYCNwGbCzCJrggzDHm5r9jQ+BGiitCVmdz4EszvsSzMmmNfav4HbhZhLWB50QYiBuH75RgrAJXAt+Zcb4Zl4iwrrjHWs2gqmZZ364Z51udfniP2jl4aV45d2pf/J57DJe6z0IAjlZlgQivZhToiHBRmF1EMpcYfg/cXr8+t91zT8Yz5OTkpCEPpnJylgIj33mH7aLk3QQDzDgl/u/ZeKnPOiIcLcKKITAJ3yVuHR/zbqGQqsn9DVzSPOmurQHPx1LZSfkU+M2Mk1KMGYvvbl8B9MeDlOVCYA9gP1U+KjHuM6BvCDyVISs1G8/+dEpQmjc0loPeuVpANR9oFS92Lkt99T9TH1+ANcAFESrBk2YMCIFX8MC0vQgP4ZnJtLv2vUKgewiZF+pVnBkCVwOHxdmnI0R414yL456nL0KgB14WWBvX4Ap9F5UZ4FVxJ7CcSMXOV8UBwElA62qB2ljgfyKsL8JWwFOqnBFn/j6LX5+05W5NgDEh0NKMrfBsVVLm4uV2awGPxT1/Y0Ngr5RzAF9IXIZv2FxkxuUirCPCo3gWuNJlfQZ0EKEtvjFSbobrcVzkoTcu8JGV9qp8bMbwMiTyO4jwNZ65TsNUPKN2RKHABsAee+9Ny5YtM84iJycnDXkwlZOzFBj1+eeJxSem4I73GwOnqbIGcJ8ql5oxw4y+8JdSjxFRtCSwSsIQVbZIEXiMxhdBrVJc4wkRNqmlxK8YveNymKqSs5XxXoHpwCohsA+wlyrvVxtjwLmqtAJapLhWFTerspZq4pLHV2sEVGeqMk+EF8uUhp4DHCbCKbhi4pkVWtA3w/s1DsaD2ykpyzursxWwnQhXZpzb73hfWRe8xGtqFPE2MMOMd/DMUNoA75U4iK5EuR/AkBB4IgQGVeh8VdwDBDP2wTdGdgRejMVSZgGj4n7EcsrSIC5ZxD2V9sMznLWxIJ7bWkA3ER7Bg9msIgk159Iez1RdGgdVKwL/M6MjcFMFrrEIF33piJd+Zi3Hq+JR/D7sCxxexnnuF+FhM941qzOrWIrhwK1m9DerUwZ9Fp6NO1OVZiJsBNxeKDA5ilhltdXo0atXxlnk5OSkJZdGz8mpMLNmzWLOnDmsl/D4J+J/9wB2MuM9qLW87ntcsCJNmcygeDGTlAEitAQ0YcBQVeJ3S4oAw4BHSsxrRVxo43fgvBA4ANhCldtCYBYwJvZdScvXQNcQeCvluFfN2E/E5Y3NGF9NSjwr58aZwm5m/BQC64vQh/IXhx/hi8yGwPFlLOyq6G1uvvwZXlqWhJm4108nM/4hwr1mNMalprN47VSnOXAp/jpNxH3Nyj3f/+LzfQGskvE8i4BP8NLcl1QZEQKN8YztumaMBxouRSnzG3AvqBOB0arcGcKfPMcW4ZmLa4BGqnQNgeOW0nzmAT+L8FtcKtsQ78e6yoxDYpuE/Uj/3s0CDlFlOv4MSGpfUIoHcQXGp0m3cVSTQcBlZrxAtg0e8NLVNnjJYjFhmAV45nGwCANFmBgCq8ebZJ3wsuOfooitGjbkyaeeolGjStkp5+Tk1EWemcrJqTATJ05k62WXrVN8YgrejH0znk2YgZeVFWv4rs4IXLUt6Yf3WzzzVczTqBRPA8emCIyylPgNB+aJcHwtxyyP9zB8D2wQAofgZThtM5SsgZfh7EjtxrqleNqMubipbbnLlKfw0s5h8WK2KfCAGecAX5Vx3uG49PfF8TUux++zcmiOlyBenCA79R1wUSzl3U+Ep3EVuhOA1vHcjqmmYJiV6/ByvyRzSsLFQAtVTkuhwhfhhqp34NnTJsChIvQX4V8hMAH/TE8F5qqynyq/VmS2pWmNB3RP4s+WX/HepV74+3iTKh2Ar0NI1T+ZFAMG4KbffUV4DX82fAjMNON5YH4ItFOlKbCbKvfgptd1MQk3DV4IHkiUOdfuIrTD+67KCaQ+xf3iOuL+cFk5R5UVVbkr/v+Am2p3xMVjVgCOjctjzwiBGfj7+CJuGF4AzmjYkFPOPpsddtihjJnk5OSkJQ+mcnIqzMQJE9hmbmmHngV4w/emAGZsJMLJ+O5tEj4G1kqxo/w6sGahkDgN/R0uL3xu4iu4il/aEr/HVdk6YYanEb6r/ixeFtUDLx9Ls68+HBgUwpJMYFpuF2EDEVZU5WBVFmY8z1d470jXGkpdx+GLsSNEalVEK8UneHnff4EbgUOA3UUyy3RXpxfe6/J2iZ9PBs5QpQUuLjEU7+WpWTr2NK5U1qkCkuQvh8CTsY9aJRgSAm/FZbXFCHj5a2dgv0KBJsABIjyhyvax7P8MM4abcQuwTjyuKV5G9zteMpnFXDoNLYFJsRrgFnhgc4UIVwHTY7GTpcFEYG9VThHh4ngONY1m/4V/hqeGwFfAriHQQ5XN8VLI9iK8xV/FK94FtgV2jvuR6iqBq4v7RbjEjAGQWJClGN/iGwSnQqrnZU2eBgaa8UgIPAgcXiiwIvAvEfqqsksIjMPFWd7Gs2k1M84PA9PXXJMrr89iFJGTk1MOeTCVk1NhJn/6KdsuLr4cHgq0FKGnCK8Ag8341oztU5z/nUIhkdJWFYNU2TqFGMZLQHPVxNmXtCp+4Lv6fUJILeDQV5U9gBfwHdudRRLtahtwnghHQqYd7R+Be83oacZHsSDDiaqpPX4WAYeLsC8s8eKqTr/4WjekDDZG4oHYf/hzM/7zZowzo0fKedakCV6id0GNwOxz4N+qbIZ7dn0MfFxkEV1FfVwg43ozxpY5p3Xwcr/jqYy634rA/fEmwjT8nhkLdAUOjoUz9hLhYVU2jr2ufo7luDvisv+lqI+bWLfAZbzL/d1rYxxwuSpTYtPsH/Agps1Sut4c4DJVtgQah8B0s0Sf6zWB24HPQ2A23lf1iRlHirhISaFAXzxIOAC4BM+4lcu9Ilxuxov45kNWfgf2EWEbEdJq5i3GNyBexa0iTgfmmbEn0LFQYKXYgHpWfH/dDrWWjU8BrmjYkB59+1K/frmhZk5OTlrynqmcnAozcdKkv4hPfAv8R5XXQuC/Zkt6ixbjpUClFp/FGBFFXJni+FdDoHuK458uFNg3RfD1KW7Um6bE702gIMJBKQKwhcCzITAY2AWYGpcuboEHVudAydLKAXiZ0Lsp5lidG1XZCNg5zgh+EgKbiHCJKnenyBJeqcpMYGSJ37se8HIsG30AsHuCc47GF8tn4XLb1VkW6GnGyXgpU1IT6WLcA6wR7+avAVynyjshsEcIjAeaJ3wv98Ib/Y8WYaQZ5diJXoer4l0M9Cyz/8fw8s/VgZ3wIMGAtQoFdo8ihgHbm0FG4REFXolLOXfCNy2SvL9JmI8H4p1VGRsCW5vxEt6HORUPODcAzlfl6hBYoQLXNOAZPIBfBf9sbZ3xXPVwo+i2AHFQ3jGKOBfPCC7EN1I+FmGTKKIl3pvUAr8Xk+4KdxbhWjNeIbulAfhm0JFxqfXLJe673/CAaVL8NUGVccDkuESvEbC8KrNDYGXgbmK/wBTPXvDXp22jRlxwySVstlldepg5OTlLgzyYysmpIDNnzuSX33+nSpB2MdBFhOvN2MaMyfzZgHM6/kc1qUjAj/iO6J4Jj5+C/1E/NOHx84C3oiiV2eSTsVdOUrEKcF+dHVMufl/FFx+7xOPq40HSi8CpIjwpQp8QWKvGuIW4Qe8lCRSyijEdeDgEPqj2vabAu3FGce1YoS3J/LuFwHBqX/xtiffwHAVMoHbBhk/xe+E0KCkw0gb3yjpZhGEhJDaSrkl94ORYGbABcGAIfM1fDWWT8DjQXIRbRLihzCDo5RDYjD/KJNPwNS7WMSje6FgArCnC73EJ5sfAcikXt3XRDVgXOAhXkjuqjHONBx5Q5eEQWFGVY0PgTaBRtfuxOfCOGcNhiZT4jSKcm/HzADAGOEOECcCNZpxfYSELAz4QYXURBsclku+FwEjgfaC/Kr8As0NgIf6etVBlEzM2jDOALfDXuUF8zjtFuNGMQaQT7ynGBap8ZsZbsWDQJLzMcXyhwAQzvg6BecAKIjRRZeUQWC8W0tk+vv5ywIHAD6qMKkNKvYsqC1q0oN0ll5T5W+Xk5GQlD6ZycirI6NGj2bxBA3TxYt4F2oowR4RnzIpmYSYDTVQh4WJkifhEwuNfB5oVCmjCBeEwvLG/RcLzV5X43ZQikFoA9Msgbf2oKrsVmdehwDQzWgObAPfhHj9VQcMDIhAriWXhelW2MmOLGuNbAi+Zm+A2g1rlx3/AjUD/hxuX1sWNuJHzqcBzJQKgz/FA6hR8V7s2BpixNm7ge1qC6xfjCaAnvjg9RoQHy5CGV6B/COyJiyYktREoRvVyv7rU/b7FPxODVRkSAr/hn4/to4i+eP+LmrEQ2FqVPcwYZlaRTE51rsDLttoC0xIG41UsAJ4DOqkyJgS2ilXk/lXHZ3Z7vI+tH3CRCLeb0RkXT0gaYP8KXKvKgyFwsBmvU760e3UW49YFHUPgTDM6V3td/pRzqfa7/oAHix9HEZ8D76gyCw+0fsc3I9YAJpvRXITr41LVYl8BMDP/t8TXghD4Kg6WtsSf3yuI8I8oYoM4m7YTbiugZlDi2XuBKmNwgZasgdR44JYGDXi9Tx8KhUKdx+fk5Cwd8mAqJ6eCjBo5knXmz+cEVQaEwOlmdKpFZGEysGKK/piPgWYpFl6DVNk+xc76c6psnWKX+TNgdlxGlpTB+AIkTWZqLvBSCCVNfBvi8uVPAeeK8IQIj4ZAA+A6Mx7NuPCfDDwRAqNL/HxX4CG8AX01KGp4GvDgYzOgfYp5DA2BFiL0Ii5/qsZYvITreNzguS4a4WqBZ8CS4C8pc3ClsRfM6BGXIG5uxkGUZ3C6HXAy8G8RxpotySBkoVS53wzcsHqwKoPN+MmMNQsFtokiuuOBeLGNhvrA6BDYUZWdgbfMMmXgauMY/H04xIypqtxVx6L6CzwL9VAINFHl6Fh8Y/mU9/aRwJEhcBfeR3gjLoZSW7a7atPkQrzX6SNwAZ0KMhE4SoSf8DLgpIqb/yD+naq+Ue39n4UrUU7AX+/VzJAoQvEAUuMvqfb/tf37LN6Tdi1+7zarcb2kPCBCLzNGlaEMugg4qVEjrr3pJlq0yCrInpOTUwnyYConp4IMevZZ3o0itlVlPPyl5KwmX4qweopg551CgR0THm/4gryUOlmx4/uHQO/Es4mNeklX4vdIocCeKUunXsIzZpvVsXA5BjjIjINxQYAdcTGNNhnLkK6Og76WtRxzDF4K2BrvG6npxXSnCGOBr1MuelcGHjTjFLy/Y/34++PxXptjcHGEpByNL+LaijAkYbnfZ0BrERoA46qpD96LB3hbA/9MMYeadAXWF+EqEe6qQLnfpsBGwGRVBpnxjRlrxF48HfGSuqQ9KfWA4SGwpwg7iPBODfXFSrAbrsK4SxxQ9Y03AKpYiBuzdlLlsxDYMpYX36cCZXXtgQvNuAgPKndSpXMIbFLjuFHA6SJ8DXQ04/SlUNLXHReYOCgWoajEwuQb4EAR5oswJe5LKof/xZnAt8hmrVDFUODS+H1M6kVYjFvr1WPFLbbgjLPPLuMsOTk5lSBX88vJqSA//PgjdwEfFendKcY41VpVwGrySRQl7n/6El+M7Zfw+JFAEPmLnHUpsqj4zQEGRRE3JB7hPKzKfgkXcU2At824GXgL2DSETL5G44AXQuCxBMe2x4OLvfGG/yqG4z0lz5kllr6vzpF4b00bERbhO+y74gadafraqngxXqz2qeM4w+WjdwL2M2N8CH8KJE7BS+IOi31/sqJ4xrF7CLyX8RzzcPGF/xYKLMRLJD8IgWvM+AX4KgQGAMeSfvdQ8XtpQ7xMbkrGOdZGCzxQHYH7Vf2Cf3bbi7Aq7u+1Ywh8B7xnVpYCXU3q4YHxdKBRCGwPtFXlWzyrc7YquwKbxqqjlZZV/wHYX5VrRHgCF7SoRCD1EV6CtxYwocxAyoBrYwPqNBmzYozHP7u3kPy5XIxPgK4NGnD/Y48hFbAZyMnJKY88mMrJqSRm7J/i8IlmiRWwfsLFJPZKePwwoFkKc98BIrVmYGqSpcTvBbznK00AORt4PQTSuqesCqwswtuq7KvK7JTjL1dlT5Ir4N2DBzp7ijAT7y85HFcZLEc57ClgtghniLArngHrmfFcy+MS7+fhfmLFmAW0VuVaPEgpJaveD/hVhEvLNM7dGPfGOhoPtpOwEM9WHq3KKsCFqqwURYzBSy4n4b5ElernecWMXYAd8IC20qyM+3hNCYHmuELlu7j/0Dch0IXkIjVZaAL0x/vwxpqxPt6LNjgucX0MyvZ2qkl/PHu8wIwpZok3ieqiN76pcTb+vpVzdxpwhSr34X1ZdRmq18bPuBT7UXi5ZFbmAyc3akSHLl1o1ixNwW5OTs7SIg+mcnIqyK9z5qRqVp9WiydPTUYATVUT79y+UigskfJOwtPA8SmyTFmMeh9SpVXKMqHngTVVl5igJqVPocC+ZnwZ+9hsKcKXCceOBIaFwKMpr9kf753aX4S2qjRV5c6U56iJ4pLwT5mxBS4iUQ4n4K/F6UXMfN/Hy+S+wxv2D6xjXsNC4OEQeLHMOd2GKzVeXEtgFgGvAafEAdQZqlissjg9BHrhoiCd8SzhHrjaYaV4BjdC3rmC5/0VVzbcR5XmQEMRqrpfNhNJ5T9XLnOA50SYaMZKIjQHfhFhz7gMc0yFrvMbcJIqJwMd8H605Stw3gi4RJXz8Nf0ljqOrwsD2qvS04z3zChHdHwh0EqEdVR5uMx5Xb3MMmyw224cc+yxZZ4pJyenUuTBVE5OBZk9b17iYGo2rsyVRN0N0olPGPB6FCUuy/kGmGLGWQmPN3zBclaK4Gsm8E4IXJd4hPOwKoemDMDmAq9GEVfh4hQjQmBXM7bFM3Z1cakqB+KBUVrejYUOhoTA0Ar1lzyoykr4PZA0IKyNl8x4PxbsABfJuCU2Ez4DN95Nch+3AO7EDYin1nFsXQwOgb4hMLTa9wLwDi6AsQpwnAg/h8AQ4LsQeAbP4tRkaQVUD+MljrtDSTGUupiDZxsPUmU1XB1vgxCYhAewI3Hp8RF4T01PSG0OnYbfgNtEaIaXdnYHvjHjc2CmGR3MeA3vP2whwq3AVxmv9S6ejRqFl7ydU/70AQ9KD1SlD15aW65BseHZzl5mfGiW+Bld6lynq/KDCG+V+Tx4C3iiUSM69+iRl/fl5Px/RB5M5eRUiEWLFrFw8WKWS3j8V0CTFJmddwoFNw1NwNj437rKy2bji817gZXwhchofGH8K/wlc1FFVYlf20SzcfoBaxcKqZr4Z+D9Z1enGAOuGLhKjXLCPrjqW2t80ViK9/GSq6w7yAX+8La5ukj2Jy1vAX3jnqJD8azXb2Weswlwt7mB7KfAnqrcgweaaXf0zwZ2E+HwuK8rK+sAV+F+UW8C7eJg4zARJoXAs8CPZgwkmcn10gqoOuFlWvvE80zCfDzDelihQFM8WF8zNjueEgIP8GeFxfXwDYBuwNUibCXCJ5X7FQD/7N8YB1GPxKqRk0L4k8S/4jYDH8b9Z+3MeFqVTYHNRehM6XLR6izEy2YPwMswP6vRg1cOX+KZ1h/j+acpIS6G4Qbrfc342CxV6XMx7hDhZTM+CqGsfrDfgLYNG9KlRw9WXXXVMmeVk5NTSXI1v5ycCjF79mya1K+PLFiQ6PjJwAqqJX1IavJJFHFBwrm8DqylyvQQmIqbk04FvlTly1jd6vvYT6WxCBZ76xyvygIzFpqxAPd9aYj32qwgwooirCLCD1FEE3z3fCuSPUh6qnJEShW/Z3A1vtVS7uj2LeFJ1R6f75HAaFXuC4Flah6jyhEhZO5ReQ2YIcJnZmxrRnNVrsm4Iz0Xlz//L77A7g1sIcIxIgwsw58GfFHbFVfk282Mr80y9xgNMGNdEa6KPYKyYLhowAK8nG6LEOgJtCnDz6pz/O8eeFBaLIuVhRuBFYCDcbnsYuWQC4EhwGOqDAyBlVXZK4oYBWyY8DU6Dvh3nDHeAzhOlTvKFFSYCdwtQmcz1hbhKTMOSjCfevh9+N8QmIsH491VuTIEtlTl9BA4Ev4yt7HAkSLMAT6A/8feeUdJVWVv+9mnGmyaDE1WQEwgUYIBUTFgAAVzVsSsY444Yk6Yv9HRUccIo4KjoxgRVIxgQDEhKIgEyUjOdJ39/bFvQ9NUdd1bVe2MP++zVi3orlPn3qq6VX3es/d+d07pcuV5D4tC9Vbl+Ryuk1I8cLZzjAiMWqKmFpfnFawH3xiyi3IvxaLRnxO0rejZkz6HHprjWcXExOSbWEzFxOSJZcuWUaegACKIqXohF1W/YX9YD6hgjAc+A14W4QlVFntPa6wWpZYI9bxnG+/pDpyHuZO1wGzNdw0ExMBy57MWmIUJsdmqzFNlPhbBEuAgEdao0s05DvaenpjbVXmBMhvbjR4V6tlu4gnnOC7i4nwd5hCXzh1uf+BbVfYUYV/neM176gb3vYc1Nn0nzWPDcFPwWm4LvKNKT1WaYeIlKtc6RzXgjuA1EGCc97QS4UbnuDmHtKGfg1shZpyRi1lDAdbna1dVDsB6WUXhfcy17hdVTlflFRFqiNAnD2mSlSWoLscaBB8NPIMJ9BLsGhrqHC97T81A1H+KicNsKMDSC68LjrEtcC/WfDmKmF4E3C3C31XZVoQRqllbrBcBg4BB3rMUuN177nSOC72nh3MM8J6+wBMiXKvKUUGvt3ylwijwkAgDVbkZuCwPc3rgdOd4S5UJqqHcWCtiApb++jCEqn1bhW1OfYFlIXzqPYtUKXaOpPe4WrV48eGHczyrmJiYyiAWUzExeWL58uXUjtCFfrJztAy5mJlAYD5RbvxqrG/Ji0GT4AIR2qhSBbgLuBJCNZWc5X1KV8FCrKi/fKrL8yI8rkpvVSYBT3vPS85xnyorVNmljLjaDasRaeUcdSIs3mYBk7wPnUpVyjtYxK9TBcdqjqUE7eUcHUQYHdhfXybCSTk00vwamOA9bwU/dwaex5zqmpA6gpGOL4DHvGd8ud/XwERad1U6Y46BUZmPiYveWGrdHkFdyClZzFVKG+BWrP/VDxAqjeszLBL4nfecEIiOqsCtqrQToV9wXefqJFdZgupsoDrWwPVfIryrSjUR9vCeMUC3PPZkKk39exa4VIQHgSeDOsCKmA8Mdo7HvGd7Ed5WTRm1zZY62HfNXd4zB7jFey4X4TRVtlKlG+au9y2wM7m7Aq4HznOO/6jyajB3riQxU4z3VPlGlcY5zjcHaxZ8HqR0O12HpVOPx4TTOO/5VZV6IjQVoXMyyUNY5PNH7+lZWMjIUaNo2DCb+FZMTExlE4upmJg8sWzZskipYT+JhF4IfAk0DdJY5gOvA8MSCT5KJqnvHLt6z8vAfsGYrUVoGzLtxWO1SbuFPJcNwELVjfVYbYA7YaNomwE84T1vifAPYEmwI31gkB4UVqgMA7ZzjhoRF37PJxLsHiKdsCpWGzUAs7w+H4vAZWssAHCrc/T0fjN3sj7AfcAxWPplmD416zGzhQFpit87YCl6J2OCpG2Ec1wB7CvCjsCzwTUyBHP5a4VFqbLlYuA1EY7EjDjSbS18g9UNjfOefkHEsux1UQP43nvaOscRzvFKinTMqORTUHmstu5Z53g+EHtvqbId8HYeohoVcRJwXJnUvxOd484UqX9zgNud48kgQv0esFseRVQqagBVnWOF9xyEfad8CgxOJFjoPctVaSFCV+fYLZmkE5baGTZtcRFwqAhzge/y9DqXYK/hx1jEOle5shroJUJXrMlxCba58AUwzjk+VmWaKrVEaCxCh2SSW7BNkRqqUOZ7ezlwVLVqXHrNNbRtG+VTHhMT83sSG1DExOSJ5cuXUztC3v4070M3gPzIOdaq0iGwCB+cSLBD0FdndqmQKjN+SRBpCcNczDChTsjxM7CFbzrh2IKgcWqQFvgzJg6+BBphLllhHOmeEOHUiIu/DcArySRXRXjMU5g19/1AF9Wsd85nAG96T6pEnHOAC7Dd6p9DzHWLCBtEeKCCMf2xeqqDsN5QYVgP9HGORBBFKeVw4BqsVmlayLnS8aYqM0W4IYXJx4/A4UEj2BreMwurA0slsGtgqaHfAUc6l5O5RSm5mFIotiC+xDkaAYeJ8JP3DMNe/0VAYxHaAI+Q3rwlH5Sm/n2PRTdaAY9jIm8W1mx3e2xjYCwW0Qq7WZINpQ28W2KR4c+xDZ/rsH5gk5NJfgtShK9TpWoyyVDnOMk5mmA94XolEgwC/oNdg+Vfv2+B9thzn+LDNUXPRAnWq+wTVb71PmeGm7auAAAgAElEQVQhtR44VoR5qrQCOjpHdaz33N3Osdh7LlZlDrBIle+95zlsU6S8PbwCpxcWslufPhx6WL66cMXExFQGcWQqJiZPLFu2jNohF/9JYL5aI9CK+AH4q3O86z2NgbO95wKgZgWRl/VYrVPY4ukZmAkFIYXgFALjjJDPdQO2WP4ViwgMDPol7eocV3rPwbBFBOMnYJZq5OaW7wPVRdgjYjH6sVjdxadYzdP13hPVePgu5+ioSvM0x74Di3ztg9VGpFu4fYsV938QosbkMaCrcxwBvOt92kgQ2EL7JOeYgaUOlZ97UHDsA0SYoBqpX1pZqgIjg9q8/YLbdKz+62Xv2dt7pkKoVKpabIpQHeMcL+boiAbRIlSKvSbPiTBElTUidPCex9jSGKMG8K4qLwNniTBEhKHeb+wbVRlsi6WVPgtcBNwCLAA6qvIF0LaSI1Fgqa1nijAdi8ScUcEx62GbAP1h4/dHCeaK+GYyyQdYtG+R95QAbZxjd2Ab77kNiyDfpcov2OtdE0uzDJ9cvYkNmEifAExU3WIzSbE61UVY5H5Rmf/PF2GOc8zHovSLvPWyWw8UqdLIOaZ5z6mqHAP2nRDxO+n/OccvzZsz/I47WLlyZRbPMCYm5vciFlMxMXli+fLl1C4pCTV2DhYNSpfeMglbfL7tPT29pwjbed4/xNwLMQe+sB/umUCtCK6CUwmflgMWjagTiK+9gbGqLAau8p4BIjhVLhPhDFXqB495ToQ2IlSNuBgc5hxds1hAjgKaOcd/vGc/VeYHTn9hQ/e/YXVjmeq7nsV2qfcHxumWzUpLsPS+o1VDRy0/9p5WznGVc9xbwXO/zDk+UGVyBa59LwC7iNBXhHdzEC4dMBv6o7EF63Pes2tQXxfVIa0WFqFqJ8JxzjH8dxBUk7C6wKeBpWoNW+8BTgghcI8ADlHlmGDT4GYRLqkg5TEXPDASeMQ51nhPTUxg/KTKUBHOUWXbSjguWDRuoHP8y3uOUGUs2dVDFWDfaxu/24Jr+EesWfWdmLCpLsKPIvRWZQOwIfh3fXDcQmzTproINYNbLcx1sbYqtb05dNbEhNjzIozznjOxZr9zRVig1iNusSorMSOdQqDQOaqJUB2okUxST5XGySQ9sPrLVth31stqfcJa5ChixwKDi4oY8/LLFBYWxmIqJuZ/nFhMxcTkiaVLl1I7gpNfrRTRnZ8wEfWm9+zlPVOwQv66hBcwC4FqESJNM4C6Ef74T4pgnAH2nOqX+109TByiylNYL5YbVTnSOS71nqcgsp14Elt8vRLpUcYrzrGH93QCJqiyGzC/TD1MJh4SoaVIKCE3RpX2ztFPhJHlaoHuEWGJCE9F2MUuBMYEKaNdMTvt8twtwjNqfXMyXUfjvGc7Ef7iHI/msCjcDVvoPuvNHXHPiDvzZakDfK9KW8wefFiGKFwYyguq6mwSUPNUaSPC9d6ba17Ecy8EXgNGY6YeQ0V4Pk39WzasBJ4G7hRhDXCk97zBptTbV4FbRXhAlc7OcbH39CN38wcwAfckcAWW1vc1WxrU5IMNWP+rhoGwb5EmulOCRYwWYPWki0oFESb4lgLzsO+h1cAyEWaoklClVRCFbeg9O2JR1JZYM+rtKZN6l+FzMFiEl1QZR/TNgvIsAI6rVo2Hn3qKli1bsnjx4hxnjImJqWxiMRUTkyeWL1q0WePNipjG5jVKU4BBgU13D1V+hM1qAtYRXkwtIJqYmuoc20RYNH8vwj6hR8P3ztGqgvkHAAO8ZxJwWeAAmAyiAVH4GKgqwr4RF75JLC2t1La9BfCDKp1F6OUcb5QzlCjPGiwtb0jI4zrgC+/ZyTlOd44hQUrhT1hPmrdCRD/KsxPwBGaX3Ro2c2b8F3CzKu9AqJSzQixq1hFoK8JFEV9PBe4X4XpVrgXeFuEULCKZi0taHcx0oL0IJwbRrlwF1e1YfU83LFVsJxEu9p7zYAvnzGzoBfyqysmY0L1GhKtVszbTmI6lfz3uPQ2d4yrv+QtbFj/3Bfp6sy2/znsudo4zvedMEc7V7BvRjgdOF2Ee8JAqJ1VCGqFiTbWvUuU4VR7P8HkowFJGw1xb04B9gXYifKxKQQ4Cv5SHRLhdlfcgZ7GcBE4sKuL4M8/kkN69cz63mJiY34fYgCImJk8sW7QotInDVKCR9/yMOUl1BH5TZTIwKoVL1Xq2jO6kYwFQlKL4Px1TREKbVQBM9Z49Ioz/HrMIz0Qb4C3gUSxNsRdwnHPMDnmc4c7RKYvF0XhMhJV9TvWAyd7zG7CHCAsrePwQrIasb4RjFgFfes9bqgwSwQMninAIFinJhmOBszD79dLzHYWZX/yL8G6NYKlLI1T5qyojIzxuNVbQfxv2Xl4DvB+43O0mEvq9TEc94Bvv+Qg42TmitYDexFTMCKUhMNs59sf+GHYDziC/u4wFmDPlKOAREdqLMCHC4xWLnPVxjjaY0B2JGdhcSMV/xOsADwJzvOcFLH2sE7C7czyPbdKEYREwwDn2AXZVZY4qJ0V4DmFZCBzkHDdgDW+fJH+LlM8xQbuHKp+q5uU9HgJcrWbRHjYttyJuLCigZOedue6WW/IwW0xMzO9FLKZiYvLE8iVLQhftT3KOyZg71bygluQdVZqnGLsBS60Jaym+AKgZYcd4uvd0DDl2A7BAN9mih+En79krwvifsUjLVGCOKjsCN4iwuoLHeGCY91wa4TilvEHqNKVC4FvvqQN0EWFGijFJrCbmyix26BsCH6ryd1X6YC5swyLPsjn3AzuIcJgInwJHAncD/bKYa+/gscdggjgT04BOInyH1eyUfc9Hq9IeMxCYmcW5lKUY+Np73gf6O0fYVz6Jpd7t4xwdgC9UeQOY4T1vAhMxI4TWIjnZ46djT2BmEHnuAQwUYW0F49dhzYDbBDVs1b3nF+CziJ+/Ug7ChNh8oLv3XOkcxcBFzjEpzWOSmAV/K+A7zBDncSonpWU0FlVdpcp0VXrlce5St9MLyP0zVnbO84HngJ55mO8t4KmaNXnqhRcoKIiThmJi/kjEYiomJk8sW7o0o5hSbDEyMjCVmAi8p1phnv0arBA67Id1HlAvZIRGMTEXNmoxA6stCdtPazWwDKJFshIJdsTSdj4KduGfFaElthBK9cw+AxAhm8SY/4hwTJrXywXnsKtac9SJ5e4fgdVsnJ/FccGamD6HuRCemqfd8vdUmQ3shS0esz03sKajJwMHYCI9HW9hEY9Oqvzgfcoo6uvBdbYruduvN8QiVO+oMiCDoFoI3C5CU8x1bidvzWXHqm6WrtoCczk8UpV9gRucI5ydTHgc9vn/BBguQmsRxpUbMx+4ToRGWP3kCUEN0AuES2XLRA2s79mv3jMC+CowO+niHEOx7xuwKFZbEW4V4SlgvPc51wOlYj1waeBIORDrT1ZRWm1U7gvSTB/BWjbkg1HY5+JRiBSRTscMYEC1ajw1fDiNGjXKw4wxMTG/J7GYionJE8uXLatQTC3DnM2uFKE+cCaEctpaTbSd4NmJBE1Cjl2CiZOwi6SNtugRxtcSiVT4Pll1s7TAvbDUwuuAC0ToIsIX5R4z3Dk6ZJHitxCYqso5Gca9CByHicKxwe8Ui5j1z6LGqSzzgdpBg+N/5zBPKVWxRqgFwHrncu539A8sWnNwikiKx6zkj8Hqj16g4j8q/8FqVnbDro1caAh8rcpIVc4oJ6gUa6p7rHM0x8T4vVg7gseouKfa/8MiVI8DnUX4KcfzTEUn4OdAuB0AXOAc47CU35bACBGGYILnBiqvuHk/4GNVFgIHeM+1ztEA+8z1AnZTZbYqR1XS8X/CopkvY33orszj3EngfOe4BXgbEz/54GMs4nsP5CXVcR1wTFERFw0cyJ575tIyOyYm5r9FLKZiYvLEspUr04qpT7EUlunAz6q0SiRYH3Le1RCpYH0OsE3IsRt7TIVkCtFt0etGEF9gaYep0pguxNL+OgaRgxOcYw62cH4+6L8VlVFAU+dC7YQ/BFyFNd59A/gIS827NYvjluVB5zhDlScxM45s3AjL8gnwgSofAE+rMjAPguodVZaJcEqZuZZhdTwPqfIhhH79nwd6Y8I0XXpZWBpj7otvqHK2c6zCjDhai3AwsNZ7vgcmeh9pMd0VS8lrHQj7h8l/E16HpVHeCjzpPb2A0YG9/rfe5yXiEZYirL7tOCzS+iNQT4RhQAsR+jvHM1gKbj5eB8Xep85YNHOa95HqNjOxCjjUOV7BBHe+JMqXwCFYT7bz8jTnZVttReM99uDiyy/P04wxMTG/N7GYionJE8tXrdpCTHksxWh/4FSswWY9gqhByHlXA4kIgme+Ki1Djp0B1IwgdiZHtEX/EWgUsn8VwHIszahTmvurAk8Bk4GZgSvZOdju7pGhj7KJlxMJukd4PoOAv2FmD6cBh6rmZDc9CaspGxTM+Si22/16lvN54JwgrWlXLJXtMVVuiChoy1OAORC+r8pNzvED0F6EucC0cpHEMDwDHIXVEYWpx6qIptjzfCH4bN0owqmq/IZZhGfbNDeBRdpeAK4XYX/nmJvjuZayDLgXO/fBznE29t43dI6ewJnO8WOejpWJdcC9IjTH0jU/wlI6Z6myArhHldXec2siQUdsM+WwRIIHgAkQ2QRkCdAviNA/h6W55nMhMh/YPahx/CmPqYkTsV5YF2DpiLmiWN+5kXXr8siQIUiE7/iYmJj/LeIqx5iYPLFszZrNxNRc4BjnmBLYUpetG6pKeDG1hmgf1N+8Z/uQY2cAdSOkx30vEqnY+ttEgp0iiKmpWMpbpr4+W2O1Fe9j4qMEc+XbNcK5JYG3k0lGR3gMmNtbUfBvrv11Hg0cCKsFz7f0uRwHvIQ580XhX9hC+IHg59ZYzVcPVao4x3U5WFnXA95VZU9V7gaOU+XJHKylH8VMPnoAY9jczj0siqVGXoBFUlDFq3II+fvj1hsT7r2x1/MpshPuYJHd+wI7/K2dY7D3DCjznpzkPd8CF3nPLsAeznGt9+wL5Hup7bHF/BVAoQhDVelX7vqoil2LxwEkk3gsze25ZJJ/inAjsEaVLs7Ry3tz+yO9Wc6HWCPnFpgID+t+GpZJWBppWyzKly+R9jOwD9bD7Y6Ij12Hfa/9GNy+TiSYqMov3uOBd196iTp18v1KxMTE/J7EkamYmDywYcMGNiSTGxcRb2FW31VVmaG6hQFDFcLbEq8GqkTYtVwKoVNmponQJMICe0oyye6hR1u/piiW3FFrsnoCByYSNMDqP64VYUPIx5Zaokd5PqVUx0Tf/SJclmUa3XrgKe+5oZwg6Y+58h0NvBNhvpXApcDt5Yws2mEGF/d4z1057n4XYIvwEqxXT678DbNz3we2qIPLxNeY3fp5IlwLTFdlOnA4VvNzV2A5nw+KMIv3u7FUzJOcY3nIxyr2Ph7gHJ2w5sMfYGYXA1KM74C9X78CzbznKBF2EuEZwn9nZGIUlgp5uQiDMEfDMI6PDnN5fATr+bVYla+BfbznLRGOF6EO0M45LhNhBGarvgH4a2AQ8xcsyplv+fA+Vot3GCb687W4+RUT/Adj9YOpUMz4531sk+BiEXoGtas1gB4iXJFIMEKEaskkJ3rPVgUFPPzEE3TqlC4OHxMT80chjkzFxOSBVatWUbtqVdavXcsVIjytyq3AxWl27qsQLc0v7Ad1FbbYbRhy/BQRdgwZXdiAGTaEtWVW4JdgVz0sU4GGESJZYLvGp2H234cFxewvqrJzhsels0QPw4citFHlUSxVbYFzPO19pC/U14HqznFgCjF7NnZ9HB6M6xlivjtEqC/CmSnm60SwoFelQITLsogoLcZMCU7EmgMfgvVouidoOpwtd2MRqv0wo4DuGcYvBAY6xzDvOVzVmjWXuf8BLGXyKOA15xjuPU1zOL+ynI25tx0I7IilAKbrC7YGixTeIcJS4DDvmUV4p816WB+jElUGY85+l3rPJSKcr0pxFuf/FWaF/r0qZ6lyJ7nvqO4E3AbcFjyvRcC/vOcN4CXnmOc9VQGvSjcR1qnyEFbv1qTMrTCHcxiK1TDdBOSz8mgBJoS6Av9SZS224fMjlmr8TSLBRO/5RRUB6jhHPRGaJ5PsmUxyNbZRUKQKwffaBuDAoiIGnH46xx1/fB7PNiYm5r9FLKZiYnJEVVm+fDnJkhJ2EWEVtmipaKFeVbVSxNQCrOFt2AXSL6qhU5amE80WfQEmqHYMOR7gO+fYIWIq2vRkkg6YYJjhPadhzVdvAi4j/WvxkginZ5mm9g6WkrcDFmnoDBwiwgjV0P3AHnSOQyt4rhdgEaBDsUhnRb26ZgL3qzKmgufTDRgJHKhKFREujPDcS4C+IjQD/hk87ougsH+OCENUI5mklOcWYCusF9IbpBYoG7AGtDcAO6nyPendMHsAM4LUvDbYYjtfhg6NMYOI67EUwHNEuF2VrYL7ZwMPiPAPVeqKcIEql5O9aCnAavUGec9LwPXAYOB457jKe1qHmOMX4ArneNt7DvOeUYTvWxeVYuASzDDmXlVuBLpg1+8MVT4FFjvHCqyn1GpVVmOCuBho7BxbAy1U2Vp1o9gqFV+12ZTyqMBNItyryrNk7qfmsejeOmBtmdu6NP+/DliiylLnaBTU4dXCRFMj72mTTHIxthGwA0CI766Lq1Rh3Q47cHDfvnz66acZxyeTSUpKSli8eHHGsf8NBg4cyLJlyzb+PGvWLLp2Td3CuLi4mJEjo7QBj4n5YxCLqZiYLPDeU1JSwsSJE1myZAlz585leUkJB2JuZZkWTlUipKOtxtLRwrAAKApqR8IwO+gxE4aNKXghxc5P2KIj7Hiw3d5UqU/pUKzgvFvws8N2808HjhfhRWBYCkOOhZirYiZL9FSsw9IXS22RG2JNandxjr0w57u6GeaYDXzqfUYr9EuwCFVvLDUrXb+uS51jN1V2y/C+74GJlT6BoDo35HVyiXP8osrPZcbvgL0OnZ2jlwive59Tf6BBmKDqjfXv2r/MfW9joqVEhGe9p2+I8y7Eem49gtliH+ccfwv6u+WDm7EamkNEeA24Q5XnnONN79lZhJdU6ZVDTVkqjgKOCoTkRd7TBdjNOf7qPfuzZV3VIqxf1lPes4cqU8lPr6pMTMY+f/NFGKm6pTgu953gsQjz98AU75mGRX8+EmGFc6xUZY0qq1RRLGrXyDmc9/ykyjYiDA5quNYCa4PNqnXBvxuCWxJb9CSCWwFm7lP6c+n/AZZ5TwIT5p0Dk5i9CERolrWHj4nwbsOGvP/WW9SuHa7F++LFi1m0aBE77hhlW+r34/3339/s5x49ejB+/Pi04xcvXsxxxx3H9OnTadmyJS+88AJ16275jdmyZUtq1qxJIpGgoKCgwjljYv7bxGIqJiYkJSUlbNiwgW+++YYVK1ZQUlJC48aNadOmDXPmzGGboiKGr14daq6qqqwMedwo1ugLgGrObUwpyTTvaqymJgxTiW6LHmU8WFpg2DRCMGcwwQwpytITMw04UoR2WG3O6WxabG60RM9iUfQVUEeEpmUWykWY/XZ35+iGWZM3q2COJ0XYQYTiEMe/ChNUBwLvsqXJxljg7WABGoa9Mfv1w4No0hkZxj8FDFXla9UtUrGKMce0Ls6xhwjvqdIg5Hmk4kpMBPXDDDhaAX9xjs+85yJVbsqiFuZcTKAdgDWhfUWVjjmcY1naYCltfbDry3vPq0CvHIw+wtAOeA+7/i/xnmNFqAdcq8qJmGi4T4TBquwIfA60y7OwS0USuEeEm1Xpq8p4DdeI2mHifItofpn0uFIWYM/93CCt9jSgvirVVakO1MTqlGpgUaTSW+3gd1tcP2VfF1UWY6l9jZ3j0zyaWHwMDCoqYtTrr4cWUv8XGTx4MPvvvz8DBw5k8ODBDB48mDvvvDPl2DFjxlBcnE1Ca0zM70sspmJiKmD9+vWsX7+eL7/8knXr1pFMJmnZsiW1atVi3Lhx1K9fH4A6deqweEPYWFP0mqmqIRdCC7FUvDDMxHpMFYSce1JEW/RJImwdYXypLXoUV7eZQI00kbiqwOuqvAScJcK/RXjGexoRWKJHrM0q5RNg6xTHLMCiTYeJ0AVr/JrKCMQDD6lyZ4TF7SDsejkAK3IvtSL3wLkinKwauk4OLOrzAnAM9jqdkmbcOCzdcLhq2pS6QuA779lXhM4ifFjB2DBcGJzTEcHP+wa1RmHTS1PRHBN952E1WbeIcEmOJgWfAlc5x9feczjwV8x44HBV9nOOW7xPa/GfL+piNvM+qKu6LqirSgAJVf4NHFLJwq6UstGot1JFo/LEdOya7BpEvfK5iPkN2DMw0RibRyE1Ezi2WjUeHTr0fzbC9HsxYsSIjdGs/v3707Nnz7RiKibmj0Ls5hcTU441a9awfv16Pv/8cyZMmICq0rp1a7p3705hYSG1a9feoidI9erVWec9a0MeoypES/MLuSBaANQMKRJmEAiRkEwUoUPo0fCtc5HGTwVqiUT6UppJ5j5ZR2FRqlWq7AS8iFmiZ9PkF+CdRII907wfDnhDzZp7d8wxsDzvAyVBL6go3Iw5oe0LfBP87jnMgv/vEecCM5B4DivcH5bi/tlYvdYVwb8V4bBo3B5B2ujXWZxPKWuB0c6xFZZ6Vc25vLny/QNLc7wD2N855mcxx+dAT+foBTT3njlYamlr4G1VfgESQYR1f+cYl6dzrwjB7MALAnHRCBARjgR6JRI8DKEjl1FJAoODDYQ2qszyvtKE1DPY9X82lk5bGUKqLta3LF+Lo9XA4UVF/OXqqznooIPyNOsfl/nz59OkSRMAmjRpwoIFC1KOExEOPPBAunTpwmOPPfZ7nmJMTGTiyFTMnx5VZeXKlaxbt45x48ZRpYol1XXo0IHCwkLGjh1L9eoVx3tEhAY1a7Jw6VK2CXHMKqqhxdRKwheLz3EuVOoYBA17scVraR1BRdJqSjLJNSHPA8z6+fwI46cS1FhFiBjNBOqEiPDUwPotPcamtLaw6Y1lUWBsMskNGcY9hTVk3Rd4GYsolfKwc+yT5a73HViEah8sVfESzEUt2y/yvtgC9VQsWnpU8Ps1wEEi7ArcFCGC9gLmprYXVve0X8TzWYTVIC3Gamg8lt64E9ZPKh+L9J5sMqdojTnu9QnxuPHA1c7xufcc6j2zSR0ta4ilUS4Fzveeg4C2znFbJfWLGgdcKMI04CJVrifYJVXlR+DvySR/d44rvaeOCH1F6OM9PSGnGjewvk7Hi7AwiBJVZJKSCyXA5UHt13NkNpqIyiJMSBVj3xP5ElIKnF5YyE4HHMAlV1yRp1n/9znggAOYN2/eFr+/7bbbQs/xySef0LRpUxYsWECvXr1o3bo1e+9dWTI9JiY3YjEV86dEVVm6dClr165l7NixFBUV4Zyja9euVKlShbFjx1JYGM2st7hOndBiqqoqJSHnXekc1UMKpNmB41pZFJiFFXd/D4xPJPjae6arkgxMA3wwzpW5JcrdlmE70OMC97pdsPSpVIvDEmCuaiRb9ClAg4ipd7+I0DhCGtPZmNvhBVj9zOuqtI9wvJ+x1ymdEURZbsPcxw4HnsAany4B3ggas2bLvZig6g5sI8I5OdbCHIW9X6difxD6Av2dY11wrtmc39ZYv5+nMJvyMEwB9hWhBSbES/84feU9N2J1TxeIcEuOzoGwqW/Ug8DxwCnOcZ/3Ke25v8JE1Djv6VOBiCpPHSzytxq4OOgX1RwTv33IXVT9CFzmHB96z7GqjGVzi3gwEfogQNAg9kVVnlblXOdY6D27OMeR3nMw0D7COZUAd4twa1AbNTTPUaKyLAYOd46fVZkAbJfn+RcC3UVoBHyYRyEFMDiRYEqLFox68sktshn+L/POO+k75DVq1Ii5c+fSpEkT5s6dS8OGqROUmza1hgYNGzbkiCOO4PPPP4/FVMz/LHGaX8yfiqVLl7JmzRo++eQTfv31VwoKCth9993ZZZddqFKlysaoVDYUFxeTOmFhS6Kk+a0QCV0HNTewGX4QGJBI0ME5ioCdgXOd498iVE8muUaVK4EuIpSwqRHrSixVcDrwA9ZI9QPMmtsD7VV5D3N3a4vtbO/qHJeIMBQTayWYFXMRRGrMOTGRiGSjDjDVObaP+JhVQEvnOEiV3bEmm2HlyCdAk0Qi47hSLgCexqJhD4rwLLC1c1n3tyrlAaw2bp4q7+Y4F5jQexSzez8Ja3o6LoeakUsxIXU68LcQi8iPgK7Afqp8kmJhfiNWo/SsCLuI8FOW51WeC4HvsChfOxG+L3Pf18DBzrE3UNt7fgWGE712qwj4JzBflf1U6R804f03liIXlXnAmc5Z3Zz3zMDEenkhVR6HCds3gV+Dx/XynueD51gfODGRYDiW8paOH4DOIjyIuSw+T+Xtyk7ERN46zH0z30JqAbCHCI3Jv5B6Hfh7zZoMe+01qlWrlseZ/9j07duXZ555BoBnnnmGfv22jDOuWrWKFStWbPz/qFGjaNcum1yCmJjfh1hMxfypSCaTVKlShe7du9O+fXsKCgpIRFgcV0SDRo1YGHJsFQgdmVpFxek464H/AL2c40vveQ14wjnWJJOcFURBVgIzvecLVZ7C7MdbAmvK1BslsKhNXSyi0hJLg+qIOchthbmtfQxM956VwGdAP++ZrMqtiQR7iVCEpbcVYAvgsELlB9VI5hMA0zRzc97yLAJqeM9j2OJ4oAjHBn1vMjHGOTpEjJ4djS1gB6kyEFI21Y3Kd8G/t2ORpKdzntHswwdi6Xmna3ZNYctyLNbX6nrMqCHddfAccHBw7CEVzNcO6yPWLoiMRhHBFdESM6fYR5XdgFuB3s7RAyjynplYnV2UjYFUVAXuBxaqcrwqfxFhWxGGEG5jZQUwSITtsN5mX2P1X1EdM0tpjPX3muA9S7E0ypJkkoHO0Qxo7xzXiTAO+64qwRoQd8M2VWapRnLejMorwG5YCuZnaTj5NOsAACAASURBVKKGuVAqpJph9X75XAxNAk6vVo2hL71Es2YV+Xr++Rg4cCCjR49mhx12YPTo0QwcOBCAOXPm0Lt3b8Dqqnr06EHHjh3Zdddd6dOnDwcffPB/87RjYiokTvOL+VNRv359CgoKcBlMC7KhQbNmkcRU2CX5KqBFud8pMAF43DmGek9N5+jtPe1F6KPKTSEW7LWwHd+wFGIpN2XPpR1lao8CkTEPS3H7F9BbhCrBbvzJQUpdujjF9Ii26ACzvd/obBeWeWXqyg4FpqiyrwhtRXgtg232+6rcGvF4YLU+b2A1RONFWJvCZjwKL4uwI3CpKjsAJwK/OMeN3ueUPvZ10DT5nyIsE+Eh73NKqesBfBbU0swJal5K51PgZue4x3uGQqjm0Q4zy3gVOE2EESIM8T5n4eeAh7AF9l3Aau95FNt0yPc3hcPMRG5U5V5gYNB894bgeOWviw2YcBwENBZhlCp7VoLN+f7BDe9ZDjzuPS+K8IgIq1WphzWwPRNLDZ2PbbrkO3nNAzc5x73e8xDQP8/zg537HkFK6bt5FlJLgH7VqnHT3Xez++6753Hm/xvUr1+fd9/dMp7etGlT3nzzTQBatWrFN998s8WYmJj/VeLIVExMnihu1owFIUVaAZAMmUO/ik2pRfOxmpTtRegJTPae14E53vM4sJ1zzAp5vrWwppZhKRVTmWiMiZRazrFIlQew9LgeQEsRbhJhSrnHLMdqS6JYSa/H6rii9gyaH9RHlFKMWXsfqkp3zPEt1auyBEujPDri8UpJAvVE+EqEPUVCC+9UDANODN67Q7HX9yFVTnYutOV+eaYAbwbX07eqjMT67YRNXU1Ha2CiKh8AhzjHKuy9O8U5HlTlI8IJqbL0BaarsiRwaByV4zmOA1qL8INzfIIJl4FBOt7L5CcCVh6HRXrneM9NwB3O0RTrD7UqOOa/gW1FuNM5HsU+73tWwrmUpxZwGZb6dmlwLrWx5tijEwmOD1JVC4PzOyiR4DIRHgHewdJ8s0lhXAn0dY5/qPIxlSOk5gG7i9ASGJOFkFqHOSN+iEVV7wLOd46DEwl2do7mwC4HHkj/AVHaj8fExPyRiSNTMTF5ori4mPFbbQVr1mQcWwXwafojlWeVKpOxNL6PvKeVc1zoPRew5Qe4qff8GPJ8axG+1xVANRGWhBRfRVhakMPqcY5TxQOPq/Koc9ylSnMRzlDleKwIvFaEnldg1t3V2XInPxPzSe3k9zBmmnCSCKNFeNr7zepjxgENnKMwyzS9SUADESZ4z36Bzfy7EDlN8VdMSJxX5nftsTTJbiLs7xyve0/UtqA3OsfuqmwdvAdTvWd/Edpj6XpRUzDL0hAzlejqHN2DGsDZwTlH6Y9VllrAOFXuwiIlpznH3RHTwVYD1zjHE95zjir3Bs+9PXB94Ix3lgjXAHepchj5j8QAnAOc4z3PY6l8N6nSGIuUXaPKVZUQicrERMypb7EIo1U3ibgyaa5zMPe7L5JJJmJCa4kqy71nDdBIhO2co60qrb1nO2B7LLVyq3LHm4Y5SFYFpqrm1FcsHXOxiNR2WESqPKux6/LXMrdpzvGLCDO9Z57qxrTr6s5RU4Q63tPUe9oCS5yjfadOPBbUBMXExPw5iMVUTEyeaNCgAQsLwn2kCsi8c6uY1fQP3vMzcJT3DAGaVLCYbxK4eoWhFrAhwiKtSISlUcRUubEOc9M723vWAX9T5WnnuC5I06qiynoyF9KXsrHHVERxs1CVrdPcdwi2kOspws7Aa2wSER+J0CqHeqfvgqbHBdiO/9lYTciLQJTuM68CLVKIuobAFO/ZzTm6iDBGNZSzJFgk4WXvmVjmd1WxhfJlmNX545jzXbYUAd96T2MsAjE8ByFVlquwyNaBwEgRXlYNZXv/EXCiCIXAl2zZYNlh9VM3q3ItMCCIaN6VJze+VPTCzF5exKK1SazOarZzHO093bHaxsqkBLhThNtVOUKVIRVEb5oSbJaU/qKM0FoKfKzKZ8kk3wHjnGMxsCyot6wHtHKOnYGW3nMvUBwIx9fY5CJawJbOotn8fiX2OdtKlZOxerGfEwmmA7O8Z74qazGhVCMQSnWTSZp5TzfM7bITtvlRAFt87wwFXm7QgA9efTUnI6OYmJg/HrGYionJEw0aNGBhyNS9KlSc5jcJc+yapEpjVfphi6qM5wCsCCkwagHro4gpLK0uDNWo2GBjK2wRfJX3rADOxEwamgHXAmdBRgfDmVg0KyqLvWfbCu6vhy36L8RSE+8S4XxV3hGhXw4Rgq+xBX8pjwEdMCFwlwh/CTn3887RJ837WxX40nuOEGEXLOUqTOrkLc7RRZVtU5zDfVgD4jOA8c5xp/dZL+jvEKEAi/qcDBzpHA+WiwBmw/ZYJO1MTKDeJsLFqikFzyrgSucY4j0XqnJHhtfdYf29blHlr0B/EZoAd6tyMPkRVR4Tq1cAOwKTsbYDHngJeNh7nhVhgyqHO8ex3rM/0aOymSgbjRpVNhqVBXWwFNSNDZ/LXLOrMXOacYERzAKgvgiFznEn9rxL2zVo2Z9VN/6s5X6n5R9T7vceey/rOsc9QD3v2SaZZG+s4XEnYIdgTNQNmvHA5UVFvPHaa9SvXz/SY2NiYv74xDVTMTF5okGDBiwK+Uc4XWRqFXCFc3TFIlBzVOkbwQq6AbA6pMCImuZXXSS0mEoVmUpHTWxnu1EiwX3AA0HtyC0iLK3gcTOBehGd9cB2/MPYqT+IuSReh/W5+dZ7Tol8tE38GDRKLcsFWPTrWqzuIpPD43LgC++5vIIxDhihSn9MDI7MMOcsYJj3PF7B+3UstmB8FjjQuQrfl3R8DNypymuBKJmE9XDaAfJi7+6AJ7HI3W3Afs5Rvm3o+8Hx3gO+wURSWAqw+pj5qhyoykkidBThbXKrqZoA7CLCIBH+CYz3nubBfQ44BhgDLFLlVSyyc5Zz1AP6JhI8T/hNjnSUYAJ0V6CjKrMquTarCNgTmOwcK4LX8FdVJiaT/JBMMjmZ5KdkkinJJFOTSaYlk0xPJpnhPTO951fvme09c4PUu/mqLFBlkSq/qbJYlaXY6zIZq1XcR4SVWBRqovd8hNU83Yx9/+xEdguiucAR1arx4BNP0LZt23y8PDExMX8wYjEVE5MniouLWbAunD9eFTZfgCm2A90S608yDkv1KQRaqTI3pLFFA2BNSEFXExNTYfdgq0Mo+3DYVDMVlppYlOwUYJr3PAs8H9gWXynC/BSPmZJIbOFymIn1wS1dml95DsLs16epNYpdFPF4pazAFnapmv3uB3yjygjgIOdYXsE8I4FGgdjMxL3APVg90aMVjLvNOTqIbJHmVp6dgJ8DG+0OIkwKcQ6lLMYicJdhJgZg78F33vMXoB9wTmBOkSv7AzNUUVVaY+JqBXCWcxyKRUEnB/U72VCAResWqLKvKseL0Nk53iGaqFqGCegewC6qzFHdlC6Xhn0wy/A53vMFtplwjXM0AvZ2jkewxX0UJgKdRHhYhFGYC2dlLwzmAruJ8AlWN1dZrVhnY5HKdsBblVB3tg44qqiI0y68kMP69s37/DExMX8MYjEVE5MnateuzdpkMpTdeFlr9ClAT+c4U4TrsYVehzJjW2BOcmFoAKwNuWgoCM4jrFtbDcKLqUxpfuUpFVOlHIrVir0NvCvCtsDZzjG9zGOmsWWdSyZ+wwRqlC++OsCjgZjaG2u+G3VZ9iNQJyiuT0ULrN5pERalmJ5m3PBEgj0jpCCdiy2+rwSuTtHraS4wxHsei1AL96X3HKDKrlhULRMKnOQcLZzj5hT3X4/1zfoAS3H7ONSZZD7P91W5HWtC3AxzbpsIKc8hGwqAv2GRqu7ec4wI3ZxjTIbHKRYR2Rar2/oK6xMWNee+bfC46d4zDejqPfc7x7aY2L0TKoxol41GdfodolGlfI4ZfDTAUjMbV9JxfsUEWwcR3qwEIaXAeVttRaMePbj6uuvyPn9MTMwfh1hMxcTkCRGhQc2aoSyvCzDzh2tE6AjU9p7ZqlyYYmxLYEXIxUBDILOX4CaqYY5cYaipysoI824gfNSrJqkbl/YAvvKezzF77Z2BE5zjB2wR2SHFYypiEVCYRZ3VBqDIOV4FbsTsm6Okuk0C6mWILhZhDVQ7qTWlHZfiHEYmkxWm+KWiF9Zc+UlVjnVuM7E/2Dl2di7y6/gkVsN3AtYTqKKr80ERvlDl3QpE4LbYJkJ/rIHvxc5Fuo7T0Qlb9NYE5qgy2LnIkZtMVMV6VM1XpZv3HA7s5hwfpBg7CdjTOS4UYTAWmYu6IZCKpli07MdAkJ+gynPO0RlrR3CNCOPZFDn7b0SjAJ7BIrFnA6OzsCUPyywsIrUL8EYlOSE+6BzjmzXj0aFDK6VvYUxMzB+H+BsgJiaPFNepE0pMLcWMEF4U4UMsFakozdgWmJgKI0yqYwum0NEmkS3qStJRUzV0ZKoA+3IJK77KR6bK0w74RJVJwGJVumE1FnVCzl/Kb2QvphyWQjZNldmYq9f4kI//HmgWor7LYemeFwEHAM+Xue9D7P3qEv60N9IG+FGV8cDeIizG7Oj/6T2PZOlQeGZwTn9Xpa9zKd/rCZi19/CQVte3Y856rwNtRPgsqzMz3sMMP67B0r0+B75UZTvgIudSpo7mQlWsR9l8oKP39AX2cI6PsFrIq4JayKbBxsnZeT5+KTWw5/xNkJI5SJX3gQNEaAAcKUI3oIEqU3+naFQJJpAvwurubq/EY83EDFO6Bk24K4N3gTtq1GDYa69Ro0aNSjlGTEzMH4dYTMXE5JHi4uKMQuZF4EIsajPFe7pmGF8H+6D+EuL4gjXXDGtYUQtCLyprqLI65FiwxWWYJr+QPjJVnhbA26rMwOyOewPnOcdvIY+zCOuXFZUNbLKkro1Fy07AaljuD5H297VzkRoS34jt4p8NXB9Efv7jHO1zWBzWA37yHhWhswiXibBjsMDPls7AFFV+xtITy16jK4C+IpyOidCwlNZmHaHKfpgICVeJuInXsca+t2HmHmCC/HO1ZrCfYNGwy53Lug4uHYWYU+M8oI339MZS2h73njfYVAv5e1CAid5xqkxUpSb2+Wkgwrci1AKai3BYIsFNwMtY2nE2DXfTsRgzA3lRla+w+rjKolRI7YqZsFQG04CTqlXjqeHDadmyZaUcIyYm5o9FLKZiYvJIccOGaSNTCtwtwmnYDvZawkdumorwecix9UX4OeTYWiKhImlgUa+1IceC2Z9HEVNRzDCKMXHwMGax3BK4TySjO+Ei0kcAK2ID4MqJsHuxmqHbgD7OVVjX9oP37BXxmEdji/5/qHKMc/zb+80a9WZDFeBz7+msyvOqnJRD36xS6gDfe09HVTphu/aKWfvXEuHBLOe9H0t1HA60E2FCyMf9G3NnexC4OMX9nbG6rzGYdXwL4JogWpdPCoGdRPBYulk95zgY2Nc5niF3B74ovInVWLUSYQlm0PGbKr8B96nSPJlkFHCZc3TBPiOtneOERIJ7gbexdOCo8mQiVh+1Dvg5iApWFjOw1L7dMVFYGawA+hUVcfVNN7H33pVlmxETE/NHIxZTMTF5pEGzZinFSRL4i3PcDozGGkA2EgltCb2tc3wbcmwj50JFsQBqRxBTRcD6CLUBWxHeOKO00WaUBW394FwmBO5/94uwnQgjSL/o+w2omYWd+npSf1nuh6X9zcdS6VIJ3g1YlCJKdKaUDlh63oSgXq1zFnOk4gpMwN6EXZdRRHIqHBZxuR6LCB2PRUDG5CjWOgC/eM++qvQAbnCuwgjmk8AALKo3IMPcu2GpcG8Dr4nQHIsC5kPkLAV6B/2M3sFE8VTv+QVo5z03BQ58vZzjWcIbu0RlPZZedxzWpPZd1c1MUGphov2h4Bx/8Z7lwM/AZd5TJZnkOec4wzm2x1IIuzjH2c7xD8wsJF3t4AhM2BwKfOZ9pUbjpgfH2hNrZ1AZeODUatXo1q8fZ59/fiUdJSYm5o9ILKZiYvJIcbNmLCgXwVgNHOYcrwBfq260x27vHO+FnHcHVSaHHNsYc7IKQ13CC5giYF2EFLlqGfpEbTEeQtdvATQQYWbw/75Y/5hzVTlNhD2d4+sUj5nnHMURjlFK2TS/8tTCIh2nAvsC95ZL+5uKRfWybUxbD3hIla2AjlhNVa6MwwT6N8BbQHsRvs/DvJdjUYFXgSYRauwqwmFpc+8DT2DGCRNTjHtQhIuxyNTREebvgUXWXsUE4dZYj7Nsz/0rrJ5uAfBLmc87QBMsYjbNe34CtvOea52jAXCIcwyHvNjDg113nUV4JTinVOY26dgaSzEdgl3bv3rPaszI5HjvWeg9DznH0YEorA/snUhwuQhDsNTKE4FBwGDCpfBmy3RMSPXA3r8wlGDvzyRMEI7AhPjdWDPx/okEhyQSdHWObUWoi6Utf1+7Nvc9/DCSRapwTEzM/12iurHGxMRUQHFxMV9WrQpBv6kFQC8R1mH1KmVLlbsmkykdv1KxvfeMF4EQdQBNvWdKyHnrBlGVMBQRbVFUJMLSCHULRVj9VruQ4xthxgJluRa4XJUBquwJHOUcd5WxX54vQsPQZ7SJisRUKXdhu/BHAqOd4znvqYct2Oo6BzlEaRZhTY2vTiYZAIx0jgdz2O1/N5Fgj2SS7bCIyZlYpOYOES5UJZel4myggXPsELgtXiPCVeUiItnQDZjpPadhNTGDgnkTwGARblflDci6Z9F+WDrmW8DFItytyl+D16N6iMcr1s/rckyI3J/h/W4OPAIQRKxu8Z4rneM07+mVSNA/maQ3tskQlWeBc4DeqgzLo2teO8p8PoPnVwKMBUYlk4wDHg/urgLcCtzApshuIfZ8ikSoLkJNoGZQu1ULqKVKbe+piUXBMt3mYb3bOmCmG6Ox6HPpbZ5zLBBhAdb0eHEQeVsbnEuhCFuJUIh9/1RXpY4qDZJJdsYs9ZtjLQRuqVGDtz76iKpVc72SY2Ji/q8Ri6mYmDxSXFzMgoQtu3/CIhXbA2O832JB0wF4LpGAEGlnLYAlzoUa21iVT0Oeb91ghzwMURvxViNaXUgNERZGEF+NVVOmMxZiLngzgONV2R4YKMLlgXDcOcI5lVLq5peJvYHpquwrQhtsx/sHoHGO6W6LMAOQAVi64L5ARxFeVY1sra3AuGSSgcHPDtuVPyG4jQiEYKMsz/UeEQZ4z03Yrv+JIjwJDAlS9XLBYdGSs4FjRBgO7AUMxdz7cjHTKOUQ4BDvGQFcLsJgVa4X4TzVtMJmFXCGc7ytyouqHBLxmNti7wHB5/HWZJJLnOMU7zkkkeDUZJKDyGxcsRJrfvyGKk+EaAKcDwqw674jVjtYFxjv/WYRYB+c23zYKGwWqbIYSwVeFtymYymPa0RYF9zWY06fG7B2EiXB/0trLBNYxOxgEQqDW3VVanhPcXAdtwO2wb5Htw3+LQDbnMrwnTMP6FKtGk889xxNm4Zplx0TE/NnIxZTMTF5pGHDhiwUYSzmNNcPeCbNH+t2mD16GFoAy0OObQisCCnS6gArQ0a8qmOLmbBUF2F56NG2Qx1JTHnPlxXc3wJzMXsPOFOEB1TxySSnRjinUtYDBSHPrQbwhff8FRM+9TCL7lyYj/UiA9spnxKkFXYB/g6cFmGumZg4LC9segEzVTkIaI31HuoT8Ty/BGapbnTQ64H1A7sK6x91tHPcF0TscqEHltbZHWtc20OE+jnOWZ5+QD/veRG4UoRbVbkRE3JlRc1koE/QkHmKalZppGXZEROMeM9ETFid7xxLvOewQGAdCFtE+r4G+olQHauzy1YMZ8NsYN/g2D95v8W5OdgYfdohzIQZRM5CoJsIHVR5NeRjsiEJnFhURP/zzmP//bOpeoyJifkzENdMxcTkkeLiYiauWcOBWJH/MxWM3R5YqRrKmrkl4Rv3NoDQFua1gLUh8/+jRqaqE62wvlZER7ViAtGYgf2wGpVBWEPje7FoURTCpPmV53bMBW0pVtwftjlyKuYlEpstjh0mdp4BLhHh+DR9nlIxFjMpSfXlXwR8pMrNmInEuRGb5/7NOfZg84W+A+7B0h2/A1phaWi5LntLa15uxiJDbYFTnAvtZBmWozFjhgeAe51ja8yNcz0wDIuG9VBlYrloTD5oi0VZZ3vPWMB7z1nOUQ84OZFgJHZtPiDCnsChqvyQQ1QxG77H3Ap3xOqrKjsJbjnQU4QWsElIVRI3FhSgbdtyzQ03VPKRYmJi/sjEYiomJo80atSIpPc8ghVfV0QVrMfLmyHmLcZSWsIsyBsAa0JGsaKKqUiRKSKKKaK5+RUTXjSCNcLtGvQs6gZc6VzoYv8NQCKLXe8ewC7OsQJz+wtbIF+euZh5QXmOAn5S5TtgZ5GUphvl+cg5Wme4Pi4EvsVsztuKhHKSXAq86D33prl/G2yxfT9wkQh7O8fUEPOmQoEBztFFhEuBD1WZCPzqPe2BE50LXTcYlpOBGd5zJ3B7YBpxBibmnqHy/5h2wsw15ga27iuTSfqLUAP4axBRPJTwfePywftAd+AY4PU81malYw1Wg1pVhDGV1EeqlFHAkzVq8MSwYSRCbNrExMT8eYnFVExMHqlVqxZbN2hAm5Djd3GOD0OME8xK/bMQYxsAa0IuNGpBxt5MpUSNTNUgmjNZbdLbLKciyvMsZQfMXvwTrJ6pVfBvJjYQPs2vPLVFOAa4DzhDhBOdi5T+CLBAleZp7msITPSewwLTjb9naCL8niqHhjjmtsCP3nNA4Eh3X9AzKR1DgGbOZTQQGQDMVqWe93QEbgrRH6w8w7AGvK+VeU+2BcZg0ar5qnQEjnOOHyPOnYkzgFNVUSzlchD/n70zj7OxfP/4+76f2Wfsu+yJ7JJdG0JkSYpKJdFGpQ2J0kqLSiV9S1LfSulXaPtGqxZZUmRNsoUWQpYxDOe+f39czzDGmZlzzpyZUe736/W8xsx5znM/ZzHzfM51XZ8PNNaaCRSckGmGzFhVAsorxRXAb0pxrdZURdz1Ongeo5EA47xURbPjTaQNdDRirZ7fHAR6aM1OpfguyAxqNNkC9EtMZPIbb1C+fPlc93c4HCc2Tkw5HFGmbqNGzA1x36aBAMtCrAxV862sc6MshNyaVRQZ7g6FJOBQGIIixdqwxFRxa8MyrCgN7A9XTBnDJqVojMx23AH0U4qOWrMhh/ulE36bXwYZInEAUkVajrREfR3GMf6ylmq57PMsMBO5uO2aTYjwPiQX69IQ182wJX8fsbhuqzW/B9nPImJrcIgV0QRExH4MvKQUtZUK6UMFkPa+64EnraVIkNurInlKq4Ed1tIEmdVaFeLxc+NxpXjWWhYgwu0voKcxTNCaasAZWjOF8D4YCJdfgdOVIhYJw30OmG8tm3wL8+lAw0CAT4FBWnMyMh/ZzvMYhTz3m4ms1dICjyrFNYiAvj0Kjyc3DFJt/AlYYky+DnsfAi5JSuK6W291wbwOhyMknJhyOKJMvaZN+SY5FDNlMaH4I8Qg3JrWhjTrk4Jc8IQyixWKmAogFab9yIVGqL50ycaEJ6Z82+JQKU34lamqwI5Mz/dQxHRBWUs94KFsqiTpSFtmJBTNJBLLAUuN4RrEkGGo1iFVZXb6roS50QHJNvoTMZGYl+X2RUAJpSge4rln0A55nrS11OHYWZWvkFmWm8M8bhtkHqm3tXRBZp6253Kfa7Smnta5mm5UBj6xlp+BvcbQFOipddCMqlCZDNxrLR/B4epzEiJgfzKGTUAzY3hAa8oD52nNW4TXjpobS5HqamNrmW/tMcJCA2cjs4FzETv5VOBDoJkfx3Cz1tRChP5ZnsddSjEdccDM6X9UABFnYxH3xF5RfFzZYYEbtOZra1liDEn5vN7I2FgSGjfmjhEj8nklh8Pxb8GJKYcjytSrV4+5xoT0qW99YEcIrnsAtYw5HFKbEwoRSTm1N/2JVDGe8zzSrKV10aI0KVqUOkWKUC05mfKJiRSLiyNOa2KBMrGxtEhKIj4mhmTPo06RInQpWpQb4+J4Erm4Xs7RbX0phF4hwz/nfWGEYZYADhB6myL4rohZBFhRYLa1/A94XilqKcUXWe53wHdri4QSQUTiA8BC4C2gYTYhtBkEkIvxk0NcryhiTX01cC6SHZUhgOciIiMSEoAvrGUsMj80UOvDIuEprWkb4cyMBh5BXPFWIY/zVYJf1L8DzLGWD8Kwmj8JmIWE2KYbQ3OkXWxZmOc5HRGLb8FRQbyZKQ08iRierEYy3273g6J7a83/yFuA7RxEgPZFwpFDRfv3ewSpiG40hr3ITNyZgQDfWsttWlMPef+00ZphSvF/wDrktUgDuvvh4z9aS7M8PI5wGKkUb1vLd9bm2QUyNz4EXi9ShBenTkWH+CGXw+FwOGt0hyPKVKxYkUBMDBsh19asKsjF1Xpk5iMnqgI7QrQ8L6UUa/0ZmgDiXjcXmJuUxDyl2G4MDWvXplnbtjxy8smceuqpJCQkkJCQQGJiIvHx8SQmJpKYmEhcXBwqk8hJTU1l48aNrF+/nvXr17Pmp5/4ePVqNmzYwIatWykWG0v12Fh2p6ZyIBBgKdAAcg2CLYJvhhFitSkGybJaDyFnLVUF9mRzIX42YuM9EugOdNGap31ntHSliI1wZqoowWfH6iFVmauQENoHlWJIEEGyE3HHCzegdyzyOC4AZmvNW8bwuedxZojiPTtuQGZlOiCmF89by0fG8FOejirzP4uMOexQ+B+lmGIMtfzbtwPXAGMjvKiugFws/wkMNIaWSNviQ/7sVk58ClyBBNKGmiFVlSPZUcuA+4zhaq1JNYbeWnOlMZxJ6J9ovoXMm91PdFrrNDJ7dVgU+f8vlgDTjeEb4G2t2WYMBvlwZI8xXKQUkxDhWNLfSmX6dwkib4nNyjilmGgt84j8Q4DcMMiHFRuAqxMSmPrWW5QpUyafVnM4HP9GnJhyOKKMUopWzZsz97PPJuZXGwAAIABJREFUchVTGqipNR8Zw6Bc9g1WVQmGBUoqxYvW8lrRoizcv5+yJUvSonVrWrZrxy0tW1K7dm3WrVtH8eLFKV06PEPn5ORk6tatS926x8bfGmP4448/WL9+PUuWLGHB11/Tc8EC9u3ZQwegU1oaHZC5rqwUQSpA4VDcF42hiqnySCVrBwS9INeICLkF6Om31j2MfCofaWUqBdiv9eGL1azr/Rfoh1iRz9CaN4zhpEz7bAMSwxCZmWmFhAh3RNrS0gIBHgz/IRxDFcScYhCSx1QUomYL3g/oYy2XWMtpSCvkCGMYrDU1gEF5DEAuh8yA/YWIqjbInNMYY2gSZP/5iCB9BEKeNctKA3wnR1+kPGQMvfzX9HI/O6oJ2X/g8KRS3G0tU4DeEZ5DqDT2N/zzTUPE/k7ktdlmLV8Du5UizbfO328tB6yVr8iHHEWAklpTSilKA+WspawxlOJo8ZXx7+IcLcJeBO6zlk850lKZIXz2Ztr2ZPP9bmCX1uxSil3+z/dYy15/S0P+X2e08MYAffv0oVWr7OqODofDERwnphyOfKBlhw5888039D1wINd9T1OKbyBXMVWN7KsqIPNMM4BxKSls0przevSgS/fuTGrWrMA+adVaU7FiRSpWrEibNm0YPHgwAOvWrePzzz5j2syZDJ4/nxqxsXRMS6PToUO0QYRKEaRtLxxKKcWGMESGBsooxQJrc6wwlAO+tZaZwPVKsc0YIo3sDOVxtUfCbs9HLhxf5MhF819AQoRiCuTC9mtreQARis9qTU3/ojavTATWa81cY6iCzOlcSd77xxOQNtR5iMj8DzL3FM0MqdL+GtuBa4zhLKC1L6qa+vssAzohmXE3RmndM4CPAKzlXeBxY5iChFb3B/pay6n+vga4XWumWMssjg1azm8OIq19B5DWxaM+ULA2aJU8HdiEVIw3GsMWxNp/G9LKuUdr9ilFmi++MgRYOvK6F0UcMH+1lnigp1Lss5b9/j4xiPiJBWKVItZvwY1Vingg3loS/NmqIsZQDDF8KeFvpREn0DLIhzplEGv7ibVr88Qzz0TtuXM4HCcOTkw5HPlAq1ateC0uDkIQU6cHAvw3m8pFZrKrquwFJivFU4mJlKtenVtGjqRr167HVTZKjRo1qFGjBgOvuYaDBw/y3Xff8dns2Qx//31Wr1/PGfHxVNyzJ2RnwQzKKsWmMM+lilIsyUVMZXAB0N1azkXmVa7VmkeNCcvAoQihzXUlIC50U5B2tne05gVjjlSm8sgNSJDwSsQSfjxSacir8NmIiCgFDFeKh4HnrKVtHo8LfmXNGGoi7nhnKMW91tKH6P3xKoXMQ+0ErjWGc4AWWnOjbxRyJXBvlNbKSg9/M8Ar1jJRa560lopKMcBaFinFl/680Cn5dA7ZEUCs5X8GVoURxhuHzL1lO+OXze+5dMSlcA5wg7VcjLSTlraWshwRPscIujzmTf0JjEhI4L2XXz6ufmc6HI5/Dm7C0uHIBxo1asSGAwdCskdugNg954ZGPlXNyJraAgyPjaVaQgJfdujASx9+yGcLF9KjR4/j+qIgNjaW1q1bc/d99zHnhx9YsXYtl06cyO6uXdkfE8OZRYrwMqFlVJUn/AydmkqFZZOtgWuBClqzAJlte43QbaVTCM8koz+wBjEQqYW0pEXDwSzjl/0iY5gIDFOK5kqxPI/H3ejP/gwEfreWztbSA+gUpYynnch7fR2S7zRUa04Cnia8HLPcKIGE4m4GShrDlUgbWFUIW7CHi0Ze9++MYQdwnbU8DMyyln3WMtDzuAf4H1LhyW8sMEBr5gM/FoCDHohIqgA8rBS9gamI0UYn4DTESCTSVtucGJKYyBUDB9KwYcN8OLrD4TgRcGLK4cgHYmNjaVKnDvND2Lc+sMMf8s6Nqr6b1pUJCTRITGTP5Zfz5aJFvDZjBs2bN8/bSRcSJUuW5MILL2TKtGms3bqVGydN4q0zz6RSfDwD4+OZT/bCpUIgEHZQ6imBAOvCvE9DZF7tR2MYhxgktA4xu6gIcDDcihuSp3MDMA3YFgiwN8xzzormyPPYFwnOrWktLZBWskiEyQ6kvTTDJEIjbna/ArHGcBpipZ2b3XlOzETCgCsCdwO/GcMYYLzWVADuUSpPx89KccSMpIhSjAZe8W3Em2jNs+R/MG8cEKMUSinWILbzbQIBPgeu15rKSBtqd8/jccSdL5qi0gK3aM2H1vJDmFXYvK57ldbEKcWrBbTm/4CFRYsyYvToAlrR4XD8G3FiyuHIJ1q2b8/XIdjrlkUGr3Ozat4O7FGKtxITqTlsGMvWrGHchAlUr56bD+A/h9jYWLp168bbs2axaMUKqgwfzhXly1M/JYVxSh1TwSsL7AizBa46sD3Myl0tINVatiLhu5utpZI/WzMsk0V4MIoQuR32vcicUxpy3jOJLGgVpA0v833jgDeRuaT3kda/rPlRufELYgKS9V1eHPgA+B4xcKgGPKZU2DNxIGKma5bWsAHIDM80YLpSVEZE28YIjp+VHcBdwDPWMgxY5rdadjeGZ/xg3tZaM9nfN9p8AYy0lunWUh7JlBoDfINkRu0FXgYqBgJM1ZqLtaYEcLJS9PM8JgE/IiI3Eu7VmletZYG/fkHxlFJ8bi3fGFMgFyZ7gUGJiTw1aRJJSQVRe3M4HP9WnJhyOPKJVmeeydyUlFz3U8CpWjMrh30+AxonJtLu6qtZvWEDdwwfTokSJaJ1qsclFSpU4I7hw1nyyy+Mnz6dH3v2pFZ8PD2Tk/kQuVgsDewNMw+mKrArzEpRDFBNKT70v09AWsLmIgKnBiJIghFJZSozdYGiWjMSuEopOkUoGrJ7lhoCPxvDHcCVSnGe1iHlmQGsBYrl8PzXAX4whjeAZ5SiOpIVFeqzsQNYYAzZxad2Bpb7DnmL/UDh3hFkSGVmlNbU0PqoQNoURNj+5BsqtDGGsX61rL3WvI64xeWV9UBPJAT4nGz2iUEe93+A743hD2PYDoy2lgOBAE9qTTulSAZO05ohWvMmR/KicuIJpRhvDF9ZS40oPJ5Q+QYRkO8UQJZUBnfHxXHGeefRvn2k1jIOh8MhODHlcOQTLVq04Pu0tJCqEk2RCkFW0oFhsbH0K16cidOm8cj48aSEIND+TSilaNOmDc+/+io/bdjAuQ8/zP116lA1MZE3lQorGBhETO2NwF67idbMyfKzxogQuQ24whciWYVOCnkLaq0B7DaGWxDHP2UtdYFHlArruJnb/IIxFPjVWg75oiSU468ByoaQW9UVqarcAlyrFM2U4rsQzvldpMUvtwpJE2CetaxCHC9bIiLna8Kr5K0EXjaGaTm8P0oCjwG/GMM6oLYxjNSaMkA3rXmH8MKqM0gFOilFO+S1CIciiFHGm8BKY9huLWuAy41htTGM9DwaIU55Z2czf/UiIshmIa3HBcXviAnHcLIXkNFmEfBGfDxjxo8voBUdDse/GSemHI58olixYlSrUIElIezb2Bh+ydJ69jPQOimJFW3aMHfJEvcJKlC0aFH6X301XyxaxLtffUXFSy9ll9ZcmJR02JgjN05Csmpyas0LRvNAgOXZVGGGIUIk4AudsUodNp3IcPOLNB2pCnKhvc8/1mxreR+p9NRVim9DPE5uYgrkYvtTa3nPP34dpZibw/4rPO/wvFQoDENMKhr4bn8X51IFe0Vrzg9D+FZFbMe3ABWMoStSnXmX3J9/i7QKdiL0EOiKiD38BmNYgRhX3KI1pZAK2YeEZj5igb5aE6OU5FFFgSpIuO8sYG0gwB7EKa91lvmr8kBHpbgZca/c5O+3CmktzluqV84cBLorRWOluCcf18m65jVJSTz4+ONhZ+w5HA5HMJyYcjjykZZnncU3IexXH/jLbwWzyKfEbRITueKBB3jrgw8KLCfqn0TdunWZMGkSq7dsoc2999KndGnOTE7mA3K+AIxFnNsWhbleQ+CPHG4vCnxiLR8CE5XiVKX40l9PIyGikRCLVEMym5m0Qyo95/uBvP21znV+J+vMVE6094/fzVo6AVdmYyLxkx+sGw5xwBRk3mqbn6l0p1LHtMntBOYbw11hHh9kZus1pPLSzhgGKkV1pZhC9uLmf8ASa3k9gvVArMBfATYZI8LeGAb6wqqf1nyG2I0H4yGlmGst3+bzvNDpyAxe5vmrsYglfzVgudaM9Dz6ak0bpaiEvP+KIzNZrbSml+dxs9Y8DLyEzMZ9h1jkh1uRu1Vr/lCK2Xm0Nw+HJ7WmVIMGXHrZZQW2psPh+HfjcqYcjnykVdu2fDhzJrfuzdmLrR7i6LcNuCExkZ/Ll+ejt96ibt26BXKe/2SSk5O5YfBgrrnuOmZMn849Dz3EsN9/547UVPoC8UHuU1lrfvCDWkOlIUdcF3O64D0HsQu/E2lv66o1njH8DhE7o1XTmkXG0C7TzzSSFXUbMmdTA3gGuBwRTlkJpTKVdf8nkerGBQTPptpgDG3COGZmygNzrOU7ZFbred8OfADyh2kmUFFrykfQkplBHPAEMM5aHgfu1po7jGGEUlxnLUX8/dKRcObbrI2KDXgD4C0AY5gPPGgMlypFurVcqjWXG0Mr5Hn8AHjYWr4k8vdHpGhgstaca60ImiDP9V6kSv6ztay19nAg73fAHs+TqqkxpFnLPuS1Kw6U0ZrySnESYpZRHjGMKed/XQi8Ygzv+cffn812IMjPUpWS4F+/zXcfIuT2g4QBw+Ew4APWko68xgcBz1oWvfgiKgrZbQ6HwwFOTDkc+UqrVq0YGQhgCX6Bm0FxpLJRJy6OPpddxguPPkpCQkLBnOS/hJiYGC7u3ZuLLr6YOXPmMP7BB7n7xx+56cABrs9i8XyyUqwI8/hlEWG2CMjNhF4DjyJC5wL/Ym4icmEfG+a6ALWUYmk2t1VBjAheQSzbn1OKKcYc06oWrpjKoBKSTfU6MEQpngVetpaqyAVs4wiOmZlmSCjsa8BQpXgUCf0Nt8UvJzQyhzTUfxz3+uG/NyrFrdbyqlKgFPfkQ4WkJSKYsJZPgEeMoZtSeNbSRylesZaHkKpRQTNBKX62ll9zeNwpyExak2A3ZpmXM0ju22pgjTFsQHK7FgA7tWavUuyzln3GcMDfvyfgKYXnf43J9PXwZi0x1hJnLfFAgrUk+MI3BRFoSUCy/33GVgT5vVoUKAY8rTV/9+5NjRoFaa/hcDj+7Tgx5XDkI1WqVEHHxbEuLY2Tc9jvc+BQbCyPTZhA3759C+r0/pUopWjbti1t27Zl6dKlPD12LCd//DFXBQLcevAglZCsqVAywLJST2v+Z0yuYiqD8sB8v1VuMvCBUjxnLeeFuW6dQOCwk2B29AP6WMtlfuvdbUoxyloyJHleP4fvC1xsLVcCLYDzlaIooKMkQC4HLrOWkcDFQKoxDIBcK4Hh0hfoawyfI8/RU9aCtQyzlkPk7x/FDv6GtcwArrYWgwi9p5TiDKU4w39/1c/nc/kJGGEtM4FofWyjEfFdCWkVPYpMwriv1mywlrkZ752sX/OBfcBrcXF8PHx4vq3hcDhOTNzMlMORjyilaNWiRY5D/POBPomJvPnee05IRZmGDRvy4htv8O2SJaRfdRUNExPpl5DAfmBrmFlTAM2tjUiE9UBa9fpaSx/EaW51GPevAfwVwvkmANORoNepSlFTKT7xb4u0MpWZzNlUixDL9/FE5l4XDI3M8HyFPJZblaKqUjwF7IrSGhm0Q4KRH0Ee13NKURKZb5pFaMYReaEyYu//O2IBf7+1pBvD+CzW5rcoxTSktS5aUuMgcLFSdMMXdwXI98BMY5hWgHNSIPNszVu0oFatcCxTHA6HI3ecmHI48pmW557LN9m07P0I9EhM5PnXXuOss8KZ4HGEQ+XKlXlk/HiWrVlDjaFD+W9SEn9YG7IDYAanWcv6CERYW2CzMTyItD0lG8NpwM1a83cI968O7Aqj5a0pEmo70Fp6Ab205k//tmg0zjUEXrOWWKR1qiISypsahWODzMkkK8VWaxlhLRO0pgJwjdasjNIaGfyoNe2Arb55yE5juEprSgKXac37yCxOtBmpNechLWgpSGUuw9p8h29t3tcYVlnLXVrTAGlVa+d53Iu49AUzBQmFB7Vmp1JMzfvDCAsLXKcUvZDqVUERAJ5MTmbIyJEFuKrD4ThRcGLK4chnWrVuzbexx07KrAY6Jyby+PPPc9554TZ+OSKhRIkSDL3zTn7auJGb77mHi0qWpFNyctCMr2A0BP6KYI7nVOSX7TfIHMd7yAD/F0A14Dmyd3oDqUztieCT/HuRsNY/rOUU/2fREgYVkerNOmN4EXjeNxsYE8SZL1x2A/FKoYFByPzNV0i2UzOgldbMQCo7eWWWtWTUg89EXps/jOELIN0YrveFVS+tmU74lvrBWALMNYbnc9inCnAHMBtY6zvvfQ40DQT4GBjoi9iKStHL83gKqRjm9vouAsYZw8x8dg4MxjtIhe3FAl73faBY5cq0bt26gFd2OBwnAk5MORz5TIMGDfg1Pf0o6+qNQIfERO5+7DEu7NWrsE7thCUpKYk7hg5l6S+/0G3MGC4pXZpzk5NztbGvA+y2NuyWMwWc43lMyfSzesAyY3gOuN+3Uv88m/uXQcTW5jDXBSgNzLWWVxEDjZOBaeS9QlUeERYG6IUInf8CL/ui6n6lIm7N2wXEZXFba4qIzz+BJsZwgy8mxijFXxGuswnYaS0XBLmtGfA2sMV35Is3hiG+1Xk3rZkGEYvGUVpzLmJ5Hw5NEWOTb5FK5x7gP9ZSLBBgitb08OfYTlWKa7TmZSQvKuO1TgMuUooB/rEKkv3AjcBIa4kr4LUfTUlhyF13OQc/h8ORLzgx5XDkMzExMTStV+9w9eN34NzERG66+2769e9fmKd2whMfH8/VAwfy45o1XPjww1xRpgztk5P5Krv9gUpK8VEEa3UOBJgXJPT3UmCLtXT3L+rP15p1WfZRSAUi1IDeYFwAtNSaSsCNvnj7kMjncBKQ52NNpp91B342hmnAG35O0d1KsTPMY+8G4rOpxKUAzyLVoyeA15WiMtDX8/g+zHW+AE7yvFyNHhoCU5EMqSVAKWMYpjVlgE6ex2uEPtO1HPjCGCaFea7BiEOe85eQ+a+t1vIHcJu1/GUMYz2PVojLXUs/kHiPtbRDqljriU6lLRSeUIpErbmtgNbL4Fvg98REelwQTDI7HA5H3nFiyuEoAFqeey7feB7bgY5JSVw2ZAiDhwwp7NNy+MTFxXHV1VezZM0aLn7sMfqXK8c5ycl8wbFi4zQ/gDVczkEuxoNVhDTwOPArcMhaGgBDtT6q8lFT67DFQlbaG4OnFH9ay4XWcoVSNNGaOREer7RSLA/y886I3flMYLovqkYoFfKMzy4gMYT9LgdWGMNiYEcgwDlAI38WKBQDiY+0pmkgpwbLY6kNvIxkia0GqgcC3O15lAPaas1L5DzLdI/WnI1UG/ODksC1wAxgdSDA30hb4ZnGMBcooxS3eR49laIxMrOViIj1xlrTxfO4VmseAF5A2h4XINX0SFtE/wDGWMuLUbK6D4dxSUncNGwYXgSzjg6HwxEKzhrd4SgAWp1xBvdPnMinxnDuVVcxbNSowj4lRxBiY2O5sl8/Luvbl2nTpnHt6NFU2L2be1JTaY9UiFoEAryjVNg2zrWQX7hfIoYUwSgOzLaWHxChMBkRWf2A2tayKsLHlUFrxLVO+wG591vLEGvpATTUmif8maRQqagUq3N4HtojYucrpBr2tLUM0pqhxlA2h+PuBhLDuPA+FfgIudi/z1qGas1gYxisFIOspWKQ+1jgEz/fKlKqAv8BCAT4DXjYGMZozSBjOF1rrjSGC5AcJBA78tnGHFXNKwhqA+WUopZSrDLmqHwog7SPrrCWX6xlHdL+uBLY5Xns5ehQ3liglFKUBU7SmkrWUskYyiGtn+UybRmB2cO0poG1tM/l/4xBnAYPwuGg3ey2UPZJBeYYw/P9+kX4zDkcDkfuODHlcBQAzZs354fUVK7u25cHH33U9e4f58TExNC3b1/69OnD22+/zeC776bUrl3cm5pKA+DZCMSUAtp6Hq8EAtmKqQyaIK5uU4A7lWIccJoxbNb6qLyecGmOGGjsRdrl4hDzi8eBa4yhLXCm1jxmDPVDOF4lpY5pSQzGWcBSY5iHGEo8izjzjTCG8kH236kUxSIw3EhArNXHGsN7wGileNxaztOa242hDUfyttYi4qtj2KsEpyLwNPC0MWwFHjOGx7VmiDE00Jp+xvCx1rSxlooFbAtugaeAkUHeOxoxu6gS7I5BQnk3Ait9t8H1gQCbgKWI8EpFhNc+X3glIJWyv4yhNFBDKRFL1nIQMRA5iMwDHvKP7/nndMxX35DEA3SWf3v+vzO2GGvxgK3G0LxlS5KTk8N/0hwOhyNEnJhyOAqAIkWK8MWcOTRp0sQJqX8QMTExXHLJJVx88cW88/bbDLnnHgLbtrH9wAEs4Qfhdg4EeDwMQdQf6GctNyE5OXHGsAoxwoiEIkAVpfg/a8k8rZcEvI7kHV3lh8Z21ZqxxuQYNl01EGBZGOu3AhYbwyLgesSl8CqtGWkMJ2Xab7vWFA+z/S4r3YHuxvArcKsxdPWrKcOt5VLEGa+S1uh8aD0rCzyGCKq/Efe8Z7RmszHEAed5HmcGAjQDTgdKRf0MjmYOMht1bR6PoxGb/urBbszyeh1CZrJGAIuB0UCitSQi77fkLFsKIr6ynT3ILEBDFKOXJCfT9pJLQtrX4XA4IsXNTDkcBUTTpk3RQQwIHMc/nufRu08fFq5cyagXXiAlJYVmSUl8QHgGDhl5U+FcvmukkrMCaVtqAlyiNWvDOEZmzlGK97K5rSQyI/MzsN2f3RqoNVuy2b8S8FcE7+mmwCJj+Bb43rdtv1ZrfvVv30n4TnfZUQWx5P7LWvpZywNaUw54EKhtTNSCcLOjuL/WS8aQohRvA7UCAd5Tiqt9R8JyQFfP42HgMwjbsCM3xnse7awt0D/4McApwBKluB24ErgY6IoEJrcA6iPCrCwisKJ9fguAFi1aRPmoDofDcTTuys7hcDhCxPM8LrroItb+/ju3Pv88I6pVo2lyMu8Smqg6GZkjicTAoirQWmt6Adt8odNPazaGeZyzjGF5LsP4lYDPrOVHZJbmFOAWrY+xIK8A7M5DpbUxsMBavvPXORW4WmvW+21h0SQGGAls8FsAdwGfIFWhq7XmA/LX2e5HoKxStEfaARdYy2ZjSEUMLar6s3hXak155Lnt4XmMQ1wHI7WZ3wp8HAgwLu8PIWzWAb9by8BCWPsPJOi6Zs2ahbC6w+E4kXBiyuFwOMJEa03PCy9k3rJlDJ00idE1atAkOZkZ5JzfpIB2nsd/I1y3vzHM1ZrPrGUZsM5a6iBVneyqR1lpBfwZYgvdKcA8a/kGaRWrilid7/ZvrwCkRmH+px6ShbUY+MVaVlvLG8BMQnPlC5e2iDviGOANZKbnOj+ct53WPE9kmV45sUhrTg3SUhiDuB8+C3xnLVv8/KgXgAqBAG9qzWW+DXslpbjQ83gC+IrQcq4mK0UNrakavYcSMjOBGloXeK4UwHygWaNGrhvA4XDkO+63jMPhcESI1pruPXowd+lSRrz0Eg/UrMlpycm8TfaiqnMgwMIIL/B6AL8bw0akyvW1tXwPLPWrRzdpzZ+5HKMmUkVbFMa6TZAcow+Bt32r80eUojhiOBAtagNfWculfuDvIK0pDdyoNYuJPBMrGAlI22QnpLVxi2913sAYntSaU4BaSjFKKRaS95Dj7xAjjlCIA7ohToGLjOF3Y9gNPGMtJQMBXtOa3n6AcFWluNjzeAqY6z+mDAzwtLXcXgiW5ABTtaZXIa39bUwMzdvmZvXicDgceceJKYfD4cgjSim6du3K10uWcM8rrzC2Vi0aJSfzFsdehJ9D+HNTGRQDzvY8Hsr0szrAfGv5FgkorQ7coXW2WUcKaK41b0Sw/jlIftRrwPNKcQZy8Z6a473Cp6W1lNKa34xhBrDcGM4GTlGKxyFXwRgK8Uod09ZXFXG9+8kYdgI3W8vnQGelKAlcoTUzgL1hrmWANcbQPQ/nmwD0BF4EfjCGP3xzi8esJTkQYIrWXKg1xYHqSnGp5zEUcSw8DQkLP5iH9cNlG/K63VKAa2ZmflISzVu1KqTVHQ7HiYQTUw6HwxEllFJ07tyZr374gftffZVxderQIDmZNxD7ZxCxkwTMjnCNfoEAs4NUthoD3xvDF8gsUBVgpFL8HeQY7Yzh6zzMOnUH1hnDs0juUGlkpioUm/RQaAL86bcPtkdaDHcAg6xlst+y1kFr3gEORLhGApCWy+03At9ay3ZrmY5U4W72q2Vnac0EYEMIa61Dqk3RbrVLAnojM1dLjOFPXwQ+aC0xgQBvIM9PB6Wo6T+mDEfHplrTzfO43g/ofR4J+v0W+AXJ+spLJfADxC2xeB6OESkHgR/S0mjatGkhrO5wOE40nDW6w+FwRBmlFJ06daJjx458+umn3H3rrdy/dSujUlO5BDhXa141hs4RHLsbMMAY1kJQ2/IWwI/G8CVwgx+UO1QpbrWWIv4+rYEJEWRlZeUKYJ7WfGMMC6ylPtBKa+4whk5E/mldQ+Bvaw/nYYH8sboNuM0Yfgfu9oXNVcZwudYMMIbTCd2uPjcxlZV2/oYxbAaeMoaJWjPMGMorxUVAD2tpiWQdZWYpUNrzjrEPzw9SgL7+dqHnUS4Q4Dn/dU5H8rV+tpa11rIB2II4RWYE9KZZS5oxpCEVteJAaa0ppxQVgUqBAOURB76yiBNhWURQx2Y6j6meR8cIHq/hSOjuAYKH8Wb384zbNgPlS5SgWLFiYa/vcDgc4eLElMPhcOQTSik6dOhAyqRJpKWlMfauu7h/7Vrq7NvHiggvrosgJgkPGMPLOex3NhL8Oxu4yQ+vHaEUN1lLM2C7P4dTNJJ+a3YiAAAgAElEQVQHlok+xvB/SrHNWrYDQ43hSqWIA27386xKhHnMJKCiUnxoLX2C3F4BaXfDGL4C7rOW9kBJpbjBWq7w98mJRMITU5mpxJEcqXTgv9byCvCSUhywli7+rFAnpDVzMXBSAQiprGy0ljMyfR+HtIUGzSkLcn7bgNVIi+J6YBPiSvi5Uuz12yT3WUuatexHntOSSlFWKZYFAvytFGdqzQFrjwgga0nn2ODeQ0j1NiO4N2PLCOfNLrTXCxLae8AYUopkfHTgcDgc+YsTUw6Hw5HPKKVo164dbefN48svv+S+oUPZvHIlzwP9kCpJOPQzhttDDP/tBPxsDO8CtynFI9YyGhEr06zlmrAfzdGcgVwgz0Fmql4CjLVMBsZpzShj6KM1txhDozCO20xrZgUCQcVUZs5CbNwDwERr+Y9SjLaWVlpzvT+nFOz5TbA2KrNeccBAf8Na5iFVq6Fac4UxnKY1fxlDU2S2LDkKa4bKb8ZQLw/3L+NvZ2S9wdpjqpoHOVL1+sFaVgAdrSUxECAREVrJ/tckjg3uLYJU1eLIpqIZRmjvXOD22Ngc93E4HI5o4WamHA6Ho4BQSnHOOefwxXff8ebMmcxo04bqCQmM1TqsHKHzETvvVWHcpwew1hj+AzypNRut5UlCs9fOCQ/opfVROUYauAZYbQwLgc3W0gY4XWumEZoRQqtAgB/DcD30gJuQvKqNQC1juM2fbxqoNQs4egYoETFniDatgDeBjcawCZlP2wZ8iLTMnaQU53se9yMughuJrkthBhb4C5mlKwhigVORebp+iCh6CBgF3A4M8n/em+DBvaUR0RuNi5JiwJ694dqEOBwOR2Q4MeVwOByFQIcOHZj+8cfMnDOHpeefT434eIbFxvJ7CPdNBjp5Hg9GsG4f5EL/EeBXZOblpjyaR/QxhkXZGFrUBz6xlm2IsLhVa8oheVW/5XDMJhDScxGMsoit+GZj+AT41Rg6KUU1pRiLzAkl+K1n+UlZYAySLXY5Ilyfs5bqgQCzgJs9j3rI69lEa27QmhcRG/W8BgjvRARmuTweJxIOIO13hUVRYHdqtD0mHQ6HIzhOTDkcDkch0qBBAya/+SbfLF7M3ssvp25CAgPj4/k5l/v1CwSYk4dA0qFAWaW4AvjeN4/opDWfE36lpC2w11q+y2GfRGTO6DdjmAy8rxQnAz215usgazZG5rryGtrbCvgY2GEtI6xlqtbUBKZYyxpCc+PLKzX8maMEpHIzAXHN2xAIsBf4AbjUGH4zhie0potSFAMqK0V33wr/A2RmKdTXZguQXEiCJp3CvbgoCuzel1c56nA4HKHhxJTD4XAcB1StWpVxEyaw5KefKHvTTbRJTqZXUlK2AuU8YKcxLI1wPQXcZS2ztOZb39mttDH0UopTlGIyoRs0xAHdtOaREPfviVh5rwa0MXRTilpK8QJHMquKA6WAT0N+RDmjgeuBZb4b31mIwUI9xKyiv9+CuC1K62WmmrX8mYPwPRURt+8ipiHbrOVvYLy1nBQI8L5SDNKaU5G5omZaM1hrXgK+J3i7YmGKqQMc62hYkBQB9qanYwopMNjhcJxYODHlcDgcxxFlypRh1H33sWLdOlrcfTcXlixJ++RkPubYmZ/ztY6o1S+Dvoggm420pL0ObLeWAdZyv9aUB0bk0o6XwaXGMC/MSlkV4B3gL3/NsX4L4M1a8wtwuufxv7COGBqlkDbAA0gr4bPA38Zwp9ZUBmoqxc1a8yF5nykDcf/bFaawSQZ6Ac8hocy/GkMqsAC40Bg2GsNjnkcnpSgCVFOKnp7Hw8BHiOteSrZHz18Ku83PA5JiYkh1rX4Oh6MAcGLK4XA4jkNSUlK48eabWb5uHZc8+SS3VK7M6cnJTENspAGuNIZv8tDqlwjcqBQjMh1DAyOQuao3gdl+O14vrVmYw7E6IsJseQTnEQPcCaw3hllI22FDYG4gwGzyPj8UjHLAyUoxCbgQCaxd74feDrOWlcZwnW9g0VhrRgFfEllIcCUgNUpVkvrI6/MBsCoQ4C/fkv4RaykTCDBdKa7VmvuAX4yhFFBDKZppTRfPo7/ncScwDpiCmGDMBVYBWzny3soL6RRuZQqgaEwMu3fvLuSzcDgcJwLOGt3hiCJ79+4lPT2dTZs2Ffap5Mru3bs5ePAgaWmRpu04QiWv74mzzjqLM2bPZs6cOTw2fjx3btrE8LQ0LgV2GcMioGmEx77RWsZby3rEVS0znYHOxrARuNkYzgWqK8UIa+nF0SGtCUBHrXnYGF6L8FxAbLjnWssO4GZgOlASydbqawznIy2A0eAiYJpS3J7JajsRuNbfMIa/gBeN4T1gklLsspamWtPNfz4ak7twqAzsyWNAck4URYxF+sBh2/L3kdDmd6xlg7X8ai2/AX8irYF/K0WqUqQhbYL7reWAnxeV4B+zhFKU8nOjyllLeWMoiVT2MraM74tyJDD5ALl/UmsRV8eM9XP6Guxn+4C9WpOGtIamKkWatezz99malsb8+fNp3rx5ZE/qccK+ffvYu3fvP+JvisNxouLElMMRBay1/Pzzz+zYsQMQC+zjHaXU4c2R/+T1efY8j/bt29O+fXsWLVrE5KeeYvSPP1LkwAHGIKIjEioCXbXmJmP4IJt9qiLzPOnA3dZym1IM9r9eby2l/P36+nbkoeRf5UZJ4FVgsVK0sZaAMYzSmgHG0FxrLjeGHuTNra6btTydy+tSGqma3Qngi87/GMM0P7MrHThLa7oaQ3ugFkdERQZlkefub6InBHOjCWK60QyxID+GIFlRIJWpTcA6YIO1bMkkwlYAe7Rmn1KkGcN+OCzADiFthcWUQlnLLmNoojX7rSUt037piIg6iDxPMf7mATF+AG8M0iYYk+n2WH+LM4ZY/LwqY0j01y3rf01GhN1sz2P+11/TokXQR/+PIeP3xvH6e3rAgAHs3LkTkHNcu3YtTZsG/2indOnSDBgwgHvvvZdVq1axcOHCbPedNWsWQ4YMIRAIMHDgQO688858ewwOR15xYsrhyCPbt28nNTWVk046iWbNmrFgwQIqVapU2KeVK/v376d48eKULl26sE/lX8/mzZuj+p6oVKkSF1xwAStWrGDUbbfx6bx5XBsTw40HDtAwguMNN4Zz4HBVIjvigEeQlrJpwP1K8ZC19NaaO4yhM9J6uA6oEcF5ZCXDJGO41mw2Bozhd+AxYxinNTcbQ12/YnUhx1bWcqMJ8kHIF4gjYShU58hzAFLlmWQMz3oedwYCxAIdtKaLL65OQqo0pYDFYayTVyoi4mMREE5tJgZ5jNk+l9kI5b0cEWDLgfuBK4yhGCJuimXaivtbfNaDhBHMmxtnBgL0mD6dR554Ap2HVtjCJuMDuuP1b8rs2bOP+v6MM85g0aJF2e6/atUqpk+fznXXXZftPoFAgMGDB/PJJ59QqVIlmjVrRvfu3albt27UztvhiCb/3N8wDkchY61l6dKlbNy4kaSkJKpVq3bcfnro+HdSr149ZsyezeLVqyl/2210KV6cNikpvAFhWYqfDtTWmrvCuE8fYIUxfIeE8rZErNXLImGt0eJiYJ8xvON/XwF4AvjZGLYCPYzhZa2pB9RSivuUYjmhWYhroKvn8Wwezu90xMxiRSDA30hgrzaGB7TmFMTe/Fqt0cBXQEH5yymgkecxs4DWSwEaItbvdwGllKIicDXSTtkBEXW1kWriMUIqyjQGShw4wNdff53PKznCoU6dOtSuXTvHfRYuXEjNmjWpUaMGcXFxXHLJJbz77rsFdIYOR/g4MeVwhIm1li1btpCamkrZsmU57bTT/tGffDr++VSoUIE7R41i5caN3PjCC0w6/XSqJCQw0vP4NcRj3GUMUyN4H9cDPrWWP4CGxrAPmIZYfS8L+2jHEgcMUYp7g5xbUWA0Ynf+N3CTPyvUGhExdyjFAnIWMBcEAiyM0v9fjYiGqcAaY9gNPGotvxnDISTANxFxC+zheYxGxNdijljCR5MzjOHbfDhuKPRQiimFtHYG/fbu5fUXXijks3CEy5YtW6hcufLh7ytVqsSWLVsK8YwcjpxxV4AORxgYY1i0aBG7du0iOTmZ8uXLu2qU47ghJiaGHj168MFXX/HRt9+ys18/TktMpEdSEp+Qs6joAVhjeCnCtVMQG+8tyLzTK0AbxLDiAaVYF+FxAW6wll/8XKrsiANuAhb5GU0PW8sCa+msFKWB67TmM2RWJzMdgD/9Kle0iQEuRZz3ZgJJSrEWGO3nR30B3O15dFCK4kAZoI3WDNKaicDnyPMZacNbU2vZWEgf9HQzhmWF/CFTX+CDjz5iz55oGNw7QuXcc8+lfv36x2yhVpdskBZP93fWcTzjxJTDEQLGGNauXUtaWhqnnHIKdevWdb/cHcc1tWvXZtwzz7BqwwY6jB3L7dWqUSc5mSeVYmeQ/T1gGPBwHi+A44BngENK8TtiMz5dKeoDDZRiPJLtFA5lEWv2ISHur4HLga8RE4bXEKv3S5WiJHCZ1ryHuMIVA07TmqfCPKdwae2vNR24ApiItP2t8e3NU4H/AzoZw2/G8LzWXKE1tYAkoI5SXOR5PAC8DSwneFhvZpoA2wopuPZs4C9jQq6M5gdlgbNjYpgxY0YhnsWJx6effsry5cuP2Xr06BHS/StVqnSUe+HmzZupWLFifp2uw5FnnJhyOHIhEAiwYMEClFIkJydTvHhB+XE5HHknJSWFqwcOZN7y5Ux8913md+lCjfh4BsbHszjLvgOBLf4cVF7oDtQEBgE3AIuNYQdwibU8rzU1gNZaMxmCCrtgDDWGb4gsc6oLMAvYai0fAweM4QatKQl005oSxvBuPldRFHCztTybzTpxwDnAPUgV60dj2OIH9a4C7rCWEoEAs4DhnsfZSpEClAfO8TyGKMULiEDbilSzqvpfl+brIwtOEtBcayYUwtqZuSo1ldefe66Qz8IRDs2aNWPNmjWsX7+e9PR03nzzTbp3717Yp+VwZIsTUw5HNhw8eJAVK1awf/9+GjVqRI0a0fAnczgKB6UUrVq1Yspbb/HDqlVUuuMOupcsScuUFF5DsoGKAf205pY8Vl0V8Ky1vAP84f8sARgJrDKGLUArYxijNRUQ44pp5CyUGgF1tSavBsmtgHcQ0fgDUNoYVmrNBmOoAVytNVMQARPtmk4/4FdjWBvm/aoBA4BJSMDu2kCA7dayG2mnPDMQ4BdredrzuERrquIbQmiNAq5BTEGeAV5GHv8nwHzE7nwTYtseyOPjy0ovY/gon0RqADnnTcBKYCHwGSJEX0Uqf48A3wLfLF3K/Pnz8+U8HOExY8YMKlWqxLx58zj//PPp1KkTAL/99htdunQBpF15woQJdOrUiTp16tC7d2/q1atXmKftcOSIs0Z3OLJgreXgwYMsXLiQ6tWrs2vXLpKSkgr7tByOqFGuXDmG3XUXtw0bxqxZs3hh3DhuX7aM/ocO0evQIV4G/kIyliKlGRLi29daPssyA1ESeBx43G8Du98YhmpNf2M4X2uuMoaOHB0KDDDCGK5XiqejFIBbB8QkwRgu1prFxrDLGB72PP4IBDgEnOZ5tA0EaI3kNZXMw3qlgC5aMyyTO2FeSAI6+RsAgSNyaDXwmTHMQESTB+zXmv1KkQ6kW0u6tRz0/30QcYCM8Y+b5Fe+iipFUaUoBpSwluL+VhQo4m+Z/535+87A3cYcFqV7gT2ZvgbbdgN/a83fSrEb2AXstpY91rLXD+VNQ3Kt4vDzp5SSDCqlZAPirSXBGJKBlsAdgwbx+fz5xMXFReGZd0RKz5496dmz5zE/r1ixIv/73/8Of9+lS5fD4srhON5xYsrhyERaWhorV67k0KFDtGrViri4ODZs2FDYp+Vw5AsxMTF07dqVrl27smbNGiZNmEDvqVNJ37eP/sh8T1ZBEw6PG0M9YAliVR2MKsCLAMawHLjPGAZqzV5j6K01VxrDmUgbRXfEjGIK0D8P5xWMccZQB3HXa+qLkuXAG4EAnwNTtGabMZRRijZac04gQEugAeH9Ib3RGC5SCmNtvraG1Pa3AUjW1QBgQC7zUwbYhsy0/Wkt25DWyO1IO+ZOpNK4B0hTiv1acwCOFmV+kHE6UqEMIKLHkCl41xc/sUoRqxTx+OLHWpKspagxFEXeGyX9rTQyA1UOaW0sTabWmgxxnY3ItkC3X3/l3hEjGPP446E9gQ6HwxEiTkw5HEg1Kj09ncWLF1O7dm1Wr17tPsF0nFCccsopPPrUU4weM4bxTz7JzNdfp+LWrfSylr4HDtCG8PvCqwPXas0ViH15btRHTBjw56MeMoYLlQJruVIpLreWoUrxsFL0j7KxQlVgsNb0Q/KzMs7ncGaWMaQD71vLzECAZz2PUcaw11rqa01ba2ljLS2QwNzsOAdpeXwJmVHLb+KRAN37tM5VTGlErJQL5cDWHlUJy4pBqkxTgVFK8au1pGS+b+av+YwCXk5L47RXXuGsc8/lvM6dC2Rdh8NxYuBmphwnPLt372bBggVYa2nRogWlSpUq7FNyOAqN5ORkRo4axXerVvHVDz9QcfhwBlWpQrWkJIbFxPAj4Vl1jzaGjcYQbuTmGcBHwHZrmYxYnrcDxvg26W8Q/ZmmUcaw2Rjezub2OKAXMpOz3J9b+hm42BgWW8utWnMyYnHezfN4ApnZyey6p5A8rPEFaBs+ANhvjFQACwgNFEcMSOoqxeUFuHYwSgNT09IY1L+/yyxyOBxRxYkpxwnLoUOH2L9/P6tWraJevXrEx8fjeV5hn5bDcdxQtWpV7hg+nAWrVvH2F19gBw+me6lS1E9J4UGtQ8qOKgHcqxQ35UE8XIDYnO8EHgVORkwVigJdPI+JwE9EnseUQTHgQeCWMM61KnAnYn6wwXffmwqcFAjwqtZcoBRFEfOMQVozFbENX2sMm/N4vqGSuTpV0CjgJWP4BFhQ4KsfzZnAjWlp9O/dm0OHDhXy2Tgcjn8LTkw5Tki2bdvGggUL0FrTvHlzihQpUtin5HAc19SvX5/7xoxh5caNPPPuu2y+4gpapqTQskgRngH+zOG+g63lkDHkdVpFI1WWpUAZpegEVPVb7pohBg+9teZlxOUtEq4HlLVH2vsiOMcOwH8QS/it1vIbMMiv0N3jeXRAqlWNgMs8j9GIEcbnwFrEWTHaXI1Ywr+QD8fOjVrAbUpxaSGH+AKMOHSIhJ9/Zux99xX2qTgcjn8Jhf+bzeEoQA4cOMC+ffvYsmULp59+OnFxcS581+EIA6UULVu25ImJE1mzeTN3/ve/zO/Rg9oJCXRMSeEVZFYmM/HAeGCsUkSjHpAA/J+1zAKuBVYEAuxC5q1ijeEhz6M2cJJSDNCa/0PcCUMhFnjGWh73Xe+iQWngRuBD4JdAgN1IC+M+YJNvcPGY53Gl1jQBkpGKXgOt6eF53KEUE/37L+PY5zcU4oAHgPsLSdCMtJaDxnBPoax+BA94bd8+XnnuOebMmVPIZ+NwOP4NOAMKxwnFb7/9RlxcHI0bZ+ct5nA4QiU2NpaOHTvSsWNH9u3bx0cffcRbkydz87x5dIiJoe++fXRGxM/FiJnDjUjVJq80BW5Viu5KsdEYNNDe3/Btzadby1RrGao1fxhDZaU4H+hgLWch9t3B6IG0El6L5DJFGw2ch4jLMcCv1pKQycwhHVgMfO87HC4DPvHtwvcawx5riQUqKEV1rTnFWk42hipI22FVxPku68dE/ZEZtueQWaaCJAGpvvVE3gNl82mddGB7NttWpfhTa7YCZv9+LrngAmZ/+SWNGjXKp7NxOBwnAk5MOU4oqlevzp9/5tSQ5HA4IiEpKYlevXrRq1cvduzYwXvvvstTkyczYOVKLlCKvvv387S1dAXGkLe8pgxG+8HA/ZHw2szEAL39DWPYB7xmLW8Bb/s253W05nxr6WAtrZAKGhwJHW6HzGjl14X/zdbyf1rTE/jo/9u78/ioyvPv458zk30hQFg0CQkEFAiILAEEFUFUIFaqrVptH1dQq3Wtrdr6AK3yqLXuSlWUilXB5aciCqLFVuWHS9iRRQhhS8IawBAyS2bOuZ8/JolBQfFAMoF836/XeYUhM5krhyTMN9d9rrveZLs4IntaDax/53qT+BygiMhQjuW2zRqg0LL4xuOhsiZshYD2lkWOZdHZsjjBtskhEhTvsSx+aQxxNc8VR6Rj09A9+rOAkR4PFxjD/B+Z5GeIjGCvH4bK673d7vGw3bLYaQzlxrCnZhPjEJHglmBZxFsWiZZFIpBi27Qyhna2TV8iY/aDoRCjzzqLp6dOpeDccxvq0xaRY5zClIiIHFGtW7fmyquu4sqrrmLLli38z+uvc8cLL7C1rIyw38/FwAdEXsAfjlgiy/0GEhkzfvoP3DeJSKfpWgDHYTfwfM2Uwectiwpj6Ofx8DPHYTjQDxjh8XDpATYdPlI8wPSavbhepyb4HeLjaveR+k3tX35nVPl2oNAYlhrD18AcYLfXS4UxVDgOWTUfx645IPLvEVPv2G9DXPh2Q9ya2/G1e0QRCTD194uKN4YE2C+wxQF9HYe3gN8R6aDV7xbtNIZdxlBhDPtq6vluMEo2hlTHoY3jkEGkQ9mh5mPlQt3nhTGHNHr9dJ+PC664guK77+bGW2/Vsm8R+ckUpkREpMFkZGRw8623cvOtt7J27Vom/+MfzHz9ddoHAgz3ehnp8zGCH96b6Yf0BMZbFhcBpcYc8n9qrYE7ag6MYRMw2XF40+PhIWMIGENnY/jaGF4m0tFpiDE12cCTwG8ti5HG0OIIfdz2wHk1R52asLUSOAV4hMhURIgsj/MB+4CqmsMHVBmDr+bPPmPwQ90RqHcEa+6zp+bPtRv3hoCwZWFbVuQt0NFxmGIMmcAJNd2ik4lsLpxNZH+yXPj2XBxiMHJjIPC538/P7ruPotWreXjSJGJjD2erahFpbhSmRESkUZx44ok89NhjPPTYY5SVlTF37lzemzGD2+fNI8vr5ZxAgJHhMKfz7ZK7Q/EHY3jdsrgYeMtlbTlErun6fzXL6b4CJhtDFZEJf1cSmRbYw+uln+NwsjH0BLoR6Z4cjiuA1yyLUfCjy9+OhB7Aq8CviITRQXzbOWrZEE94gDD0D8viTmP4J5FR8dGUA8z3+fjVW2/xy+Ji/vXmm7Rs2SBnQkSOQZrmJyIijS4zM5MrrriCl95+m03bt/PEu+8S//vfc3e3brSNi6MgJYUngLX8+P5RXuA1Y/gAmH2E6juJSMdoLTDY46Gbx8NLwADbZokx3Ov1cpZlkQpkWRajvF7+L5HlequIdGQOlQW86DisNIZnj1D9P+ZcYIJl8TPLYkcjPWd9NxjD/ZbFz4D/jcLzf1cL4F2/n7zFixl+yils2LAh2iWJyFFCnSkREYkqr9fLgAEDGDBgAHdPmMDu3bv5+OOP+fc77/Dg3LnEVldzjm0zMhhkOBxwKVwX4EHL4nIiy/0Ot1tUVxvwpuPQx7J4jsj4daBuydw+4CNj+I9tMw941etll+OwzxiyLIuTPR7ybZueRLpAnTjwtWLtiEy7u5LIJsXtj1D9P+QPxrDc42GgZVHkOI3+guBGYzCWxaiaMfenNvLzf1cM8ER1NZPKyjhr8GBefustBg0aFOWqRKSpU2dKRESalNatW/OLX/yCp198kTWlpbzxySd0HD+eSfn5ZMbFcXpqKhMti4VEJtvVusEYugOjj/AQgVTg38bwb+D+77wvhcj1VI8DnxDZR2qPMWwH7jOG42yb2cBtHg/9iAzC6GpZ/Mrr5e9EOmmbiXTfLgAKPB5GNNJeUBaRIRytjWF4lAYv3GQME2uXOEalgsg1X+shEoaBgOPQYe9eRp59Nnf+8Y+EQj+lzygizY06UyIi0mRZlkVeXh55eXnccuut+Hw+5s2bx9xZs/g/77/P7t27OcvjYaTPxznANGPII/Ki+JIjWEcnYCZQAPQGRv3I/VsDl9YcQN1o8zJgjjHMs21etyy2Wxa7HQcb6OLx0BlY5jhcBtxMZMPftkQ28m2IuBNPZCx7L+AmIksbG9st9TpUHxC5hutIcIiMUS/7zrHB62UTUOo47DCGAJHzm+TxkGJZpDkO7Y1hrDGseuEFBsyYwf1PPsnIkSOPUGUicixRmBIRkaNGUlISI0aMYMSIEQBs3ryZuf/+N2/NmMEtn39OB8uio9/PDUQ2500/gs89BHiUSEhbSiRg/VSZwJiao/5ghnXA+47DfOBky+J/jOEdIgHKT6Rz1QJItyzaWhbtLYvjjeF4x6Et34au2j+35tBHz7cDPgQGA32J7NvV2G41BseyGFHTARz4I/f3sX9A2gJs8njYYFmUGMNWx2EPkaEaSZZFsmXRwrJobdt0sG2GAd2JXBvXlZoXQ47zvecxfj+z/X5+f9llPNO7Nw88+STdunU7Up+2iBwDFKZEROSolZ2dzdVjxnD1mDGEw2GmTp1K2ebNTJsyhczKSromJdE3HCbf7ycf6AUkHsbzXQMs93g41RiKjTmsj1VfFyKdoZsAjGE2cBGR5YNjiXRYioBiY9hkDKVEQsQyYK/Xiw/wG4O/Zqx7kMiSwlaWRRvLop1lcTxwnG3THvYLYG2AE4BpwK+JBIz8I/A5GSLdIfs7x3f/rvb2+cZQZFmcbQyTgLSaz7GESDdpszGUGcPOms8vhUg3KbWmm3S849CFSPewB5EOYsua8+l2tLpFZFjH2T4fT33+OSNOPZWLfv1r/vzXv9K69ZHYelpEjnYKUyIickyIiYmhZ8+ejB07lgn33EMgEGDlypUsWbKEhfPn81xhIWtLSzkhMZF+oRD5gQD9gJP5aePNH3UcVng8nGpZLD5AN+NIKCAy7OKimttjiYSeAy6Bq7dZb63a64DWGcOGeuGrEKjweNhnWfhqgpe/Zv8oL5EphEOIhCzLsr4NPsZg2D/81Ial+oep97Y2vniIhJLat1ithjMAACAASURBVNZBbluAZQxWzeebAHT0eEh3HLJtm5FEukknA51rHn+gblJDiAN+bwyXBQKMe+UV+r3+Onf95S+MueYaYmL0UkqkOdNPABEROSYlJCTQr18/+vXrB2PHAtQFrMWLF1M4fz6TFyxgbWkpJyYm0jcUon9NwOrFwQNWDDDDcTjZsvgN8EoD1X+gQHWoEoC8muN7DhBAHGAbkeWGM4GngcuMoQCIrTliat7G/cDtuHpHDO6nXH0KXEwkkE0DjnP5cY60tsAzwSA3BIPcNn48zz/xBA889RTDhw+PdmkiEiUKUyIi0mzsF7CuuQaIBKwVK1awZPFivvzsM54pLKSorIyuNQErPxAgn8jyt9qAlQbMNYZ+wMPA7Q1U7+EEqp/CA2TUHEOIXD91OZElkY820HP+kCFE9vi6gcg1TQ8C10WhjoPpBcz1+ZixeTPXXHgh/QYN4vHnnycjIyPapYlII1OYEhGRZi0hIYH8/Hzy8/Ph2muBbwPW4kWL+OKzz3hmwYK6gFV/ieCrwIVErs9pqN5EYwWq+n5BZMDGCGC5ZfFvYxp9L5UWwMuOwwwi+2+9bFm8bwwpjVyHDZQS6dqtA4piYliXmMg6YL3fT1pCAt/s2sW6oiKFKZFmSGFKRETkO/YLWNdFeiJ+v7+ug/XZ/Pn8Y8EC1m3ZQti2OR/4szHkQN1xPIc+Ue/HRCNQ9QGWEwlUJ3o8fOk4R3Q64qE6H1gD/B/LIgd4wRhGH+HnCAObqBeYYmNZl5hIsTFs9PtJT0mhc3Y2ud26kduzJxd37kxubi65ubmkpDR2vBORpkRhSkRE5BAkJibSv39/+vfv/72A9dprr7Hd42HR2rWUbN5Mydat7KqqIiMhgQ5eLzm2TbbPR0djyCYStrKJTNw7VNEIVMcBXxrD5ZZFV8vig5qljY2tPfCh4/AckYmDZxM5Fz/lRUw1sIF6gSkujnUJCRQ7DiV+P8e1bEnnnBxyu3cnt0cPBtcEpk6dOpGYeKTmNorIsUZhSuQIM8ZgXI7hbUy1dR4NtR4LdJ4bT2Oe6/06WN8RDAYpKyujpKSEkpISNm/axP+uXUvJ+vWUbNlC6a5dpMTEkB0XR7Yx5AQC5IRCdZ2tbCIT/Opv1huNQJUAvOY4TPR4GFoztvzyRnje77KAa4ksp7zIssi2LN50nP0mHNZNMaw5ihISWBcXR7FtsyUQIDM9ndycHHLz8uicl8fQ3Fw6d+5MTk4O8fHxB33uaH3/1j7v0fDzIxgMHhV1ihxpClMiR1BtOAkEAtEu5QeFw2F27dpFy5Ytm3ytR7tgMIhlWTrPjaSpff9lZGSQkZHBwIHf34bWcRzKy8spLS2lpKSE0tJSVhcXM7e4mJLSUsp27MAfCtEhIYEcj4fs6mo6BgJkAzfWHNA4gcoCxjkOPYHLgCU07GAKG9gHVB7kuMoYHjGGYcDQ2FiCiYmsC4fZGQyS3bYtnXJy6NS9O526dWNYp0506tSJDh06EBsbe8Dna2pfN7WMMezevZt9+/Y1+RHss2fPpqSkhJ07d9K2bdtolyPSaJr2d6bIUcRxHGzbJiYmhmXLlkW7nIMyxuD3+4mNjaW4uDja5RzzAoFAk/+aOJb4fL6j7lx7vV46duxIx44d4bTT9nufz+djx44dbN++nR07drB661bmbd7Mjm3bSN22jRv9fn7n8ZDg9ZLg8ZDg8ZBoWZGDyDS+RGNINIZkxyHJcUh0HJJtu+79SbX3q3cc6O8SgZ8D/wucQ2TD4LlEJgE6QBUHDz+VfBuOKrxe9sbEsNfjodLjibzfGPYZwz7bZp9tU+04JMbEkBwXR1JCQuRITCQxKYnElBQSkpMZmJqKPxSiRVoavXr1IjMzk7Zt2+L1fv9KtcrKSlatWnVk/sEaWTgcprCwkKSkJCzL+vEHNLK77rqLiooKANLS0sjJySEnJ4fk5OTv3bdNmzbMmTOnsUsUaVAKUyKHqbYbFQ6HAejbt2+UKzq46upqli9fTo8ePWjTpk20yznm+f1+Vq1aRd++fZvki6Bj0YIFCyLXNDUTxhiCwSB+v59AIIDf7687am8HAgF8Pt9+t/1+PzsqK/Hv20egqopAVRV+nw+/z0eg9vHBIP5gEF8wSKC6Gn8oRDAcJs7rxQL+a9ukeb3g8eALh0mMjSU1Pp6UxERSkpNJTU4mJTWV5BYtSElLI6VlS1JataJdixbkpqSQUnOkpqbW/bn2SEpKwuNp7PmBTdeuXbtYv349J598MnFxcdEuZz8fffTRfreLi4sZO3YsY8aM4be//a1+9skxT2FK5DDUhiiv18uCBQuiXc4PchwHv99PfHw8GzZsYMOGDdEu6ZhX2wFcuHBhtEtpNqqqqpr892JjiY+P/8HrgNxwHIdQKEQgEGDfvn1UV1fTrl07EhMTDyv8hEIh9uzZw549e45gtceWcDjMZ599dtjnuiHVdqmMMdxzzz2MGzeO7Ozs79WrDpUcSxSmRA5DKBQCmnY3CiJLzZYvX07v3r1p2bJltMtpFqqqqlizZg19+vTRb2YbUXPrTEXbkiVLOOGEEzQevJFUVFSwZs0aevbs2SQnDNbvUjmOw5QpU3jttdeYNm0anTt3jmJlIg1HYUrkJzLG4DgOlmUdFb8Br+1IJSQkUFRUFO1ymg11paJDnanGZds2ixcvbpIv7I9VjuPw5ZdfHhUdKojUO3DgQFq1akVaWtr37qsulRztFKZEfiLbtnEch379orHbyk9TVVXFypUr6devH6mpqdEup9morKykuLiY3r17R7uUZkedqca3bNkyOnXqRIsWLaJdSrOxb98+Vq1aRV5e3gEHPUTbd6+j2rlzJ2PGjOH0009nwoQJBxwSInK0UpgSOUSO4+DxePjyyy+jXcohsW2bQCBAQkICX3/9dbTLaVZ8Ph/x8fHqkESBOlONz7ZtlixZQlLST9mCWA6XMYYFCxaQkJDQpMNJ/S7Vyy+/zLPPPsvxxx9/wFHv6lLJ0UhhSuQQOI5DOBxu8tdG1dq7dy9ff/01AwYM0AucRlZRUcGmTZvo1atXtEtpltSZio6vvvqKDh066JrMRubz+VixYgVdu3Ztsp3B+l0qYwzvvfceDzzwAP/4xz8YMGBAFCsTOTIUpkR+gDEGj8fD559/Hu1SDlltRyoxMZGVK1dGu5xmR12p6FJnKjocx2HZsmX65U0UGGNYvHhxk+9QwbddKsdxuOiii/B4PKSnpx/wvupSydFCYUrkIGrHnh8t3SiAPXv2sG7dOk455RQSEhKiXU6zs3v3brZu3UqPHj2iXUqzpc5U9KxatYr27dsf9MWxNJxgMMjy5cvp3LkzrVu3jnY5B1W/S7Vv3z5uvvlmWrRowaRJk/R/lhy1muYYGJEmIBQKYYyJdhmHbNeuXaxbt45evXrpP6UoMMawYcMGOnXqFO1SRKKiU6dObNy48aj6uXmsiI+P5+STT2b9+vWUl5dHu5xDkpKSwvPPP0/Xrl0ZNmyY9j6Uo5Y6UyL1HG1jz2uFw2GCwSBJSUksX7482uU0S+FwmHA4rKWVUaZlftEVCAT44osvDjhcQBqeMYaVK1cSFxfXaP8Ge/fu5d5772X79u20b9+e8ePHH3B6bGFhIZMmTcJxHAoKCli2bBkVFRXYts2WLVvo0qUL8fHxdO3aFa/XSzgcpri4GJ/PR1ZWFps2bar7WIsWLeLKK6/E7/dTUFDA448/jmVZBINBLr/8chYtWkR6ejqvvfYaHTt2bJTzIM2XftqJ1HM0jT2vtWPHDkpKSsjPzyc2Njba5TRLxhgWLVpEnz591BWMMi3zi65AIMBXX31Ffn6+NquOknA4zPLly8nIyOC4445r8OcbN24co0eP5ve//z2PPPIIH3/8Mffcc89+97FtmzFjxjBr1iwyMzMZOnQo//znP+nWrRvjxo2jVatW/OY3v+Gcc84hOTmZTz75hEAgwJIlS1ixYgUrVqzY7+Ndf/31TJ48mVNOOYWCggLmzJnDqFGjmDJlCq1atWLdunW8+uqr3Hnnnbz22msNfg6keVOYEuHoG3teKxQKEQqFSExMZOnSpdEup9kKhULYts1XX30V7VKaPXWmoi8QCPD555/rlztRZIxhzZo1rF+/vsH/Hd58800eeeQRFixYQHZ2Nvfffz9vvPHGfl2qlStX0qZNG8rLyykvLyczM5Ozzz6b5ORk9u3bR6dOnZg2bRqO4/DZZ58RHx9PYmIiXbp04ZtvvqGqqooZM2ZQXl5eN7Ri0KBBVFZWsnr1ai677DKysrJYtWoVF1xwARD5WfDGG2+wZs0aAG688UbGjh3boOdCmieFKWn2jrax57XKysrYuXMnJ510UpOf4HQscxyHRYsW0a9fP+Lj46NdTrOnzlT0VVdXs3TpUvr164fHo0uzo8W2bVasWEF6ejpZWVkN9jyVlZWMHDkSgJkzZ2JZFqtXr96vS1VWVkZeXh79+/fHtm0WLVrEyJEjmTRpEu3ateO5556r61I988wzTJ48mTvvvJNevXoxbNgwPvzwQ1auXElxcTFz5szh0ksvxbZtUlNTeemll/jb3/7Ge++9R2JiIhdddBEAXq+X1NRU5s6dS5s2bRrs8xdRmJJmyxhTN7HvaFNSUsKePXsUpJqA7du306pVKwUpkRpxcXGkp6ezbds2MjIyol1Os+X1ejnppJNYsWIFjuOQnZ3t+mONHj2a7du3f+/vx48fv9/tWbNmERcXB0BBQQFnnHEGM2fOJDExkZ49ewKwcOFC2rVrR1paGnFxcXi9XkaNGkWLFi3Yu3cv8fHxXHDBBSQkJHDJJZcwY8YMAG655Rbi4+PrvqZycnJITk7m2muvxbIsioqKCAQC3HnnnUycOJHdu3fXXQOta6mkISlMSbNUG6K8Xu9RtySouroa27ZJSEhg8eLF0S6nWTPG4PP5SEpKOuq+jo5VWubXNNR+b5SWluraqSgzxrBx40Y2b97s+pc+48aNO+j7UlNTmTNnDunp6WzZsoXWrVuzYMECnn32WWzb5rnnnuOxxx7jk08+YcGCBcybN49wOIxt23zxxRfYtk1eXh533303o0aNIjY2lvz8fHbu3Fn3HJWVlTz++OPMnj2byspK/H4/cXFxxMXF8ec//5nLL7+c6dOnEx8fz913383VV1/NlClTuOaaaxg2bBher5cePXroWippEApT0iyFQiGAo2ppX+3obb/fT/fu3bV8pgkoLS0lFAppHHoTomV+TcfGjRvxer106NAh2qU0e8YYVq9eTXx8PLm5uYcVcL/bpfL5fPzud7/jiSeewLZtfvnLX9K/f3+uu+46EhIS6N+/P3/729/o1asXbdu2JScnh507d3Lttdeyd+9eWrVqRTAYZPDgwXg8HvLz85kzZw59+/bFtm3uv/9+JkyYQEVFBW+++SbTpk1j4sSJXHPNNdx11120bduWbt26MWXKFNq1a8esWbO4+uqrcRyHCy64gDfffJO8vDxWr14NwIUXXsiNN96IMUZBX44I60f2g9BmEXLMMMZQVVXFwoULsW072uX8ZMYYqqurtZysCamuriY2Nlb/ITchtZ1CaRqqq6vrln1J9AWDQeLi4o7oz6yKigomTpzIjh07KC8vZ9KkSXTs2JHzzjsPYwzvvfcee/fu5cILL8SyrLoBEi+//DKffvopr7zyCj6fD4/Hw9atW4mPj6dVq1bs3LmTUCiEx+PBcRwAPB4PXq93v/odx6nb1iQ5ORmPx4Pf78fj8ZCZmUlCQgI7duwgEAhQWVnJ1KlTGTNmDN27dycmJkaDKeRQHfSbRp0paTYsyyI5OZkzzjgj2qWISAPZuHGjroUQaSRnn30227ZtA6Bly5YEAgH+/Oc/8+yzz2KM4cYbb+TMM8/kjjvuIC4uDp/Px3333cff//53OnXqxPbt29m9ezeffvop3bp1o0WLFnTt2pUvvviCxMRErrzySv75z38yZswYpk6dyjfffMOQIUNYs2YNlZWVrFmzhtNOO43TTjuNjh07MnPmTIqLiykvL+ecc87h9ttv55JLLiE1NXW/IRwpKSl88sknpKenR+vUyTFEYUqaFXUQRI5tWnIp0njmzp273+1du3Zx8cUX88c//hGPx8NVV12FZVm88cYbOI5Dt27dqK6uxhjDyJEjqaqqIj09nZ49e/LZZ58RGxvLihUraNGiBV6vl5YtW2JZFu+//z6WZdG6dWtiY2OJjY3F6/Uyffp0AoEAs2fPZsCAAeTm5lJYWMigQYMIBAJcddVVXHPNNRhjOPPMMwEoLi6msrKSgQMH7rfhr4hbuuhCRERERA5beno6H330EUVFRdxwww3MnDkTgG3btpGYmMj777/PmjVr2LdvHzNmzGDTpk3Yts2GDRt455138Pl8LFmyhE8++YTk5OS6ARXbt29nzJgxVFVV0aFDB/bt20cwGOStt97C4/EQDAb52c9+xrZt2ygrK2PZsmVs376dxx57jMLCQmzbprKyEoBnn32W2NhYEhMTef3113nppZeiecrkGKBrpkRERETksJx11ll1S/4gss9VSUkJqamp7Ny5kyFDhvCf//yHLVu20KFDByZOnMif/vQnZs+eza233kpJSQnHH38869evB6B9+/Z4vV48Hg9btmyhvLyc1q1bc//99zN+/Hiys7PZuHEj1157LU8//TTFxcWceOKJZGVlEQgE6Ny5M//97385//zzWb9+PZmZmaxfv55t27axZMkSunfvzpgxY5gzZw5lZWXROm1y9NA1UyIiIiLSML675K++jIwMjjvuOCCy3D4tLY0HH3yQKVOmMHbsWNauXcupp55aN2nXGEMgEAAi12IlJSURDAYB2Lx5c93+UR6Pp27/rFatWtUNooiLi+OKK67g+uuvJz4+nl27duH3+0lOTiYvL4/u3bsDsGjRIrZs2ULv3r0B+PDDD2nXrl3DnCA5ZmmZn4iIiIg0mPz8fIqKigB44YUXCAaDnHfeeaxatYrp06ezatUq0tLSKC0tZcOGDcycOZOqqiomT57Mtddei+M4vPjii9i2zUsvvUS3bt1YtWoVjuMwdepUgsEgf/rTn4DIEJqsrCweeughKioqGDduHGeffTaPPvooEyZMYOXKlXV1VVRUkJKSwtKlS1m6dKmClLiiMCUiIiIiDeaGG25g/fr1nHDCCbz11lscd9xxdO/enfLycnbt2sUZZ5zB/PnzOeGEExgxYgSXXXYZSUlJDBkyhGHDhlFdXc1f//pXEhISCIfD/OIXvyAuLo6UlBRKSkpISUnh+eefr1saWLtB77vvvsvQoUN59913WbhwIZ06daK6upqEhAQSExMpLS3llFNOASJdqpNOOokuXbpw88038yOXwYjUUZgSERERkQZz1llnkZaWxocffsgf/vAH9uzZw+jRo2nfvj2hUIiRI0fy4osvsmTJEt5++21OOukkMjMzOf7449m1axfGGKZPn8748eMJh8Nccskl2LZNKBSia9euVFVVYYxh1KhRAHXLACsrK7n++uuJiYlh4sSJLFq0CI/Hw8cff4zP5yM1NZWioiJ69+7Nz3/+c5599lmKioooKipizpw5UT5rcrTQNVMiIiIi0mBiYmJ46qmnGDFiBBUVFeTm5tKjRw/uuOMOYmJiaNmyJT//+c/Jy8vj9NNPJxQK8eijjwLw3nvvkZWVxc0330wwGCQmJobWrVtTWFhIx44dKS8vp0ePHliWRWZmJgDz588nLi6OvLw8ILKv1Ndff80DDzxAZmYmY8eOxe/3M3r0aF544QXWrVtH7969WbduHYMHD+byyy9nxowZdeFM5IeoMyUiIiIiDaqgoIC1a9cyY8aMus1yBwwYQEZGBhkZGViWxemnn44xBo/Hw0cffQRAWVkZxhi+/PJL3n777brHXXLJJUBkCWFRURFpaWk88cQTdOnShU2bNpGTk0NxcTELFixg+/bt9OnTh5YtW1JeXl63V9X8+fPp06cP5557Lj6fj1mzZgHw4IMP8sorr9C7d2969+7Njh07onDG5GihMCUiIiIijaJ///4UFRWxYcMGQqEQxcXFjB49Gtu2+de//sV5553Hiy++yKxZs1i5ciV79uwhOTm5bslfKBTiqaeeYsyYMaxdu7busbXj0FetWkV1dTWnnnoqAH/5y1+wbZvp06dz8cUXM3bsWJYsWcKLL76Iz+fj008/Zfz48Xg8HoYNG1ZXZ58+fTSYQg6JlvmJiIiISKOov+SvqqqK9PT0uiV/xhi6d+9et+TvlFNOwefz0bJlSx544AE2bNhAWloat912G8FgEMuyeOSRR/jggw+wbZsdO3bQo0cPYmJi2LNnD127dmXdunUYY7j33nvZsWMHW7duZfLkyXWP79u3L7t37yYuLo5du3bRpUsXSkpKyM/Pr6t50aJFXHnllfj9fgoKCnj88cexrINuOyTNjDpTIiIiItJoapf8bdq0Cdu22bBhA3379iUcDjN69Ggsy+L666/H4/EwefJk8vPzmT59OoWFhbRv357169ezadMmLMti6dKl/P3vfyc+Pp7WrVtTVFTE8OHDef/993n//feJjY2lbdu2TJs2jWXLlpGamsrChQtJSUkhNTWVwsJCWrVqRWZmJlOnTmXFihUkJCRQWFjIySefzL333sv111/P5MmTNZxCDkhhSkREREQaXf0u1S233FI3mOKZZ57h9ddfJy0tjauvvrquW7Rq1Spuv/32usempqayceNGbr31Vk488USCwSBbt26lZ8+eAIwYMQLbtrnuuut45513+PTTT6mqqmLo0KEEg0EmTJhAUVERSUlJjBgxgr1799KjRw8uuOACzjzzTB5++GHmzp1LaWkpgwYNwrKsuuEUIrUUpkREREQkKg40mOK3v/0taWlptG/fHsuymDRpEo8//jhdunQhOTm57rHBYJApU6bUPTYrK4uysjLKyso46aSTKCoqIjc3l3bt2lFWVsbgwYNp164dAwcOZPDgwQwZMoRXX32VSy+9FMuyePjhhykuLmbq1KlkZWXxzTffMHToULxeb91z1j6HSC2FKRERERGJqvqDKaqrq5k/fz7Z2dn73Sc3N5d//etfGGP44osviImJoU2bNnWP9fv9hMPh/R47evRo5s2bh2VZ3HfffYRCIV5++WUgsh/VG2+8wSWXXFK3SW84HKa8vBwA27aZN2/efgEO0PVSsh8NoBARERGRqKq/5M+2bUaOHMnGjRt55plnANizZw+DBg2irKyMLl26kJSUxJlnnklJSQmnnXYaTz31FOeffz6/+tWv6h4LcNdddzFgwAC++eYb4uPjiYmJYdiwYaxbt47bbruNrKwscnNzycrKoqSkhGAwyIgRI1i7di3/+c9/GD58OFu2bKmrs7S0lIyMjGicImmirNokfhA/+E4RERERkSMtHA5z4okn8tFHH5GZmUn//v2ZNm0aPXr0qLvPrFmzeOqpp5g9ezZffvklN998M4WFhYf02KFDh/LQQw/VTe1buXIlv/71ryksLGTLli0MHz6coqIivF4v/fv358knn2TgwIEUFBRw0003UVBQ0OjnRKLqoO1IdaZEREREpEn5bqfq6quvrhtOAZHrqgoKCpg9e3Zdp+qFF174wccCvP3229x0003s3LmTc889l969e/PBBx/Qo0cPLr74YvLy8oiJiWHSpEl110o9/fTTdaPRR40axahRo6JzUqRJUmdKRERERETk4A7amdIAChERERERERcUpkRERERERFxQmBIREREREXFBYUpERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERFxSmREREREREXFCYEhERERERcUFhSkRERERExAWFKRERERERERcUpkRERERERFxQmBIREREREXFBYUpERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERFxSmREREREREXFCYEhERERERcUFhSkRERERExAWFKRERERERERcUpkRERERERFxQmBIREREREXFBYUpERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERFxSmREREREREXFCYEhERERERcUFhSkRERERExAWFKRERERERERcUpkRERERERFxQmBIREREREXFBYUpERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERFxSmREREREREXFCYEhERERERcUFhSkRERERExAWFKRERERERERcUpkRERERERFxQmBIREREREXFBYUpERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERFxSmREREREREXFCYEhERERERcUFhSkRERERExAWFKRERERERERcUpkRERERERFxQmBIREREREXFBYUpERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERFxSmREREREREXFCYEhERERERcUFhSkRERERExAWFKRERERERERcUpkRERERERFxQmBIREREREXFBYUpERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERFxSmREREREREXFCYEhERERERcUFhSkRERERExAWFKRERERERERcUpkRERERERFxQmBIREREREXFBYUpERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERFxSmREREREREXFCYEhERERERcUFhSkRERERExAWFKRERERERERcUpkRERERERFxQmBIREREREXFBMlo6wQAAARhJREFUYUpERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERFxSmREREREREXFCYEhERERERcUFhSkRERERExAWFKRERERERERcUpkRERERERFxQmBIREREREXFBYUpERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERFxSmREREREREXFCYEhERERERcUFhSkRERERExAWFKRERERERERdifuT9VqNUISIiIiIicpRRZ0pERERERMQFhSkREREREREXFKZERERERERcUJgSERERERFxQWFKRERERETEBYUpERERERERF/4/i3EGelwFl6QAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1080x864 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pp.plot_grid(g, figsize=(15, 12))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Define the problem data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We declare the permeability matrix $K$, the scalar source term $f$, and the boundary conditions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Permeability\n",
    "perm = pp.SecondOrderTensor(np.ones(g.num_cells))                     \n",
    "\n",
    "# Unitary scalar source already integrated in each cell\n",
    "f = g.cell_volumes\n",
    "\n",
    "# Boundary conditions\n",
    "b_faces = g.tags['domain_boundary_faces'].nonzero()[0]\n",
    "bc = pp.BoundaryCondition(g, b_faces, ['dir']*b_faces.size)\n",
    "bc_val = np.zeros(g.num_faces)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Once all the data are created we group them in a dictionary, where the keyword `\"flow\"` represent the physical process considered and ensures that the discretization objects use the correct parameters. Note that the call to initialize_default_data assignes default values to the flow parameters which are not specified. This means that we could have omitted the specification of `\"bc_values\"` and `\"permeability\"`, since we have assigned the default values for these."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "specified_parameters = {\"second_order_tensor\": perm, \"source\": f, \"bc\": bc, \"bc_values\": bc_val}\n",
    "data = pp.initialize_default_data(g, {}, \"flow\", specified_parameters)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Problem solution"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this section we present all the approaches to solve the problem.<br>\n",
    "**Note**: The problem data are not stored in the solver class."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Two-point flux approximation"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The two-point flux approximation solves the single-phase flow problem in the primal formulation. We use this to discretize the flux term, before assembling it. The source term is discretized using the FV Integral class. The pressure is directly computed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "solver_flow = pp.Tpfa(\"flow\")\n",
    "solver_flow.discretize(g, data)\n",
    "A, b_flow = solver_flow.assemble_matrix_rhs(g, data)\n",
    "\n",
    "solver_rhs = pp.ScalarSource(\"flow\")\n",
    "solver_rhs.discretize(g, data)\n",
    "_, b_rhs = solver_rhs.assemble_matrix_rhs(g, data)\n",
    "\n",
    "p_tpfa = sps.linalg.spsolve(A, b_flow+b_rhs) "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To represent the solution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x864 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pp.plot_grid(g, p_tpfa, figsize=(15, 12))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Consistency check:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "assert np.isclose(np.sum(p_tpfa), 76.019359625426816)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Multi-point flux approximation "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The multi-point flux approximation solves the single-phase flow problem in the primal formulation. We discretize the flux term anew with the MPFA, and assemble the matrix. Note that the call to Mpfa.discretize() will override the already stored discretization matrix for Tpfa. We reuse the source term discretization, as this is the same for TPFA and MPFA."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "solver_flow = pp.Mpfa(\"flow\")\n",
    "solver_flow.discretize(g, data)\n",
    "A, b_flow = solver_flow.assemble_matrix_rhs(g, data)\n",
    "\n",
    "p_mpfa = sps.linalg.spsolve(A, b_flow+b_rhs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To represent the solution:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/eke001/anaconda3/envs/pp/lib/python3.6/site-packages/mpl_toolkits/mplot3d/axes3d.py:753: UserWarning: Attempting to set identical bottom==top results\n",
      "in singular transformations; automatically expanding.\n",
      "bottom=0.0, top=0.0\n",
      "  'bottom=%s, top=%s') % (bottom, top))\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x864 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pp.plot_grid(g, p_mpfa, figsize=(15, 12))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Consistency check:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [],
   "source": [
    "assert np.isclose(np.sum(p_mpfa), 56.40038615835368)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Dual virtual element method"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The dual virtual element method solves the single-phase flow problem in the dual formulation. The pressure and the normal flux to each face are directly computed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [],
   "source": [
    "solver_flow = pp.MVEM(\"flow\")\n",
    "solver_flow.discretize(g, data)\n",
    "A, b_flow = solver_flow.assemble_matrix_rhs(g, data)\n",
    "\n",
    "solver_rhs = pp.DualScalarSource(\"flow\")\n",
    "\n",
    "data[pp.PARAMETERS][\"flow\"][\"source\"] = data[pp.PARAMETERS][\"flow\"][\"source\"]\n",
    "solver_rhs.discretize(g, data)\n",
    "_, b_rhs = solver_rhs.assemble_matrix_rhs(g, data)\n",
    "\n",
    "up = sps.linalg.spsolve(A, b_flow+b_rhs)                                              \n",
    "\n",
    "# Extract the normal flux and pressure from the solution\n",
    "u_mvem = solver_flow.extract_flux(g, up, data)\n",
    "p_mvem = solver_flow.extract_pressure(g, up, data) \n",
    "\n",
    "# For visualisation purpose project the flux on a vector piecewise constant field\n",
    "P0u = solver_flow.project_flux(g, u_mvem, data)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To represent the pressure and velocity solution:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x864 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "pp.plot_grid(g, p_mvem, P0u * 0.2, figsize=(15, 12))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Consistency check:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "assert np.isclose(np.sum(p_mvem), 56.939552128161012)\n",
    "assert np.isclose(np.sum(u_mvem), 0)\n",
    "assert np.isclose(np.sum(P0u), 0)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
